diff --git a/CHANGELOG.md b/CHANGELOG.md index 8899e60ca..72deb336c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -14,6 +14,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - `one_in_eight` configuration for activation checkpointing - New tokenizer in the source instead of from huggingface - Improved support for GCS +- `torch.compile()` now only compiles each block, not the whole model. +- Support for `torch.compile()` with `dynamic=True` +- Resetting the `torch.compile()` after every evaluation, because evaluation messes with the compiled versions ## [v0.5.1](https://github.com/allenai/OLMo/releases/tag/v0.5.1) - 2024-10-17 diff --git a/configs/annealing/peteish1-anneal-from-1907359-50B-nowup-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish1-anneal-from-1907359-50B-nowup-moremath-dclm07-fw2-se-flan-google.yaml new file mode 100644 index 000000000..dae4ac5f4 --- /dev/null +++ b/configs/annealing/peteish1-anneal-from-1907359-50B-nowup-moremath-dclm07-fw2-se-flan-google.yaml @@ -0,0 +1,2750 @@ +run_name: peteish1-anneal-from-1907359-50B-nowup-moremath-dclm07-fw2-se-flan +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-small + group: ${run_name} + +model: + d_model: 2048 + n_heads: 16 + n_layers: 16 + mlp_ratio: 8 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 7.448728958032132e-05 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: gs://ai2-llm/checkpoints/OLMo-small/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-small/peteish1/step1907359 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 23852 # round(50e9 / (512 * 4096)) + 10 +global_train_batch_size: 512 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 10 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-47-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish13-anneal-from-476848-100B-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish13-anneal-from-476848-100B-moremath-dclm07-fw2-se-flan-google.yaml new file mode 100644 index 000000000..2309b57da --- /dev/null +++ b/configs/annealing/peteish13-anneal-from-476848-100B-moremath-dclm07-fw2-se-flan-google.yaml @@ -0,0 +1,2730 @@ +run_name: peteish13-anneal-from-476848-100B-moremath-dclm07-fw2-se-flan-google +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 5120 + n_heads: 40 + n_layers: 40 + mlp_hidden_size: 27648 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.00016758601824166583 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish13-highlr/step476848 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 100e9T +stop_at: 11931 # round(100e9 / (2048 * 4096)) + 10 +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot_bpb + type: downstream + + - label: arc_easy_mc_5shot + type: downstream + + - label: arc_easy_mc_5shot_bpb + type: downstream + + - label: boolq_mc_5shot + type: downstream + + - label: boolq_mc_5shot_bpb + type: downstream + + - label: csqa_mc_5shot + type: downstream + + - label: csqa_mc_5shot_bpb + type: downstream + + - label: hellaswag_mc_5shot + type: downstream + + - label: hellaswag_mc_5shot_bpb + type: downstream + + - label: openbookqa_mc_5shot + type: downstream + + - label: openbookqa_mc_5shot_bpb + type: downstream + + - label: piqa_mc_5shot + type: downstream + + - label: piqa_mc_5shot_bpb + type: downstream + + - label: socialiqa_mc_5shot + type: downstream + + - label: socialiqa_mc_5shot_bpb + type: downstream + + - label: winogrande_mc_5shot + type: downstream + + - label: winogrande_mc_5shot_bpb + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: hellaswag + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-38-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy \ No newline at end of file diff --git a/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml new file mode 100644 index 000000000..74b66a557 --- /dev/null +++ b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-google.yaml @@ -0,0 +1,2618 @@ +run_name: peteish13-anneal-from-476848-300B-moremath-dclm07-fw2 +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 5120 + n_heads: 40 + n_layers: 40 + mlp_hidden_size: 27648 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.00016758601824166583 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish13-highlr/step476848 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 300e9T +stop_at: 35773 # round(300e9 / (2048 * 4096)) + 10 +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot_bpb + type: downstream + + - label: arc_easy_mc_5shot + type: downstream + + - label: arc_easy_mc_5shot_bpb + type: downstream + + - label: boolq_mc_5shot + type: downstream + + - label: boolq_mc_5shot_bpb + type: downstream + + - label: csqa_mc_5shot + type: downstream + + - label: csqa_mc_5shot_bpb + type: downstream + + - label: hellaswag_mc_5shot + type: downstream + + - label: hellaswag_mc_5shot_bpb + type: downstream + + - label: openbookqa_mc_5shot + type: downstream + + - label: openbookqa_mc_5shot_bpb + type: downstream + + - label: piqa_mc_5shot + type: downstream + + - label: piqa_mc_5shot_bpb + type: downstream + + - label: socialiqa_mc_5shot + type: downstream + + - label: socialiqa_mc_5shot_bpb + type: downstream + + - label: winogrande_mc_5shot + type: downstream + + - label: winogrande_mc_5shot_bpb + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: hellaswag + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml new file mode 100644 index 000000000..faeb0bc8a --- /dev/null +++ b/configs/annealing/peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google.yaml @@ -0,0 +1,2730 @@ +run_name: peteish13-anneal-from-476848-300B-moremath-dclm07-fw2-se-flan-google +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 5120 + n_heads: 40 + n_layers: 40 + mlp_hidden_size: 27648 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.00016758601824166583 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish13-highlr/step476848 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 300e9T +stop_at: 35773 # round(300e9 / (2048 * 4096)) + 10 +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot_bpb + type: downstream + + - label: arc_easy_mc_5shot + type: downstream + + - label: arc_easy_mc_5shot_bpb + type: downstream + + - label: boolq_mc_5shot + type: downstream + + - label: boolq_mc_5shot_bpb + type: downstream + + - label: csqa_mc_5shot + type: downstream + + - label: csqa_mc_5shot_bpb + type: downstream + + - label: hellaswag_mc_5shot + type: downstream + + - label: hellaswag_mc_5shot_bpb + type: downstream + + - label: openbookqa_mc_5shot + type: downstream + + - label: openbookqa_mc_5shot_bpb + type: downstream + + - label: piqa_mc_5shot + type: downstream + + - label: piqa_mc_5shot_bpb + type: downstream + + - label: socialiqa_mc_5shot + type: downstream + + - label: socialiqa_mc_5shot_bpb + type: downstream + + - label: winogrande_mc_5shot + type: downstream + + - label: winogrande_mc_5shot_bpb + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: hellaswag + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-47-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy \ No newline at end of file diff --git a/configs/annealing/peteish13-anneal-from-596057-100B-big-number-no-whammy-2-google.yaml b/configs/annealing/peteish13-anneal-from-596057-100B-big-number-no-whammy-2-google.yaml new file mode 100644 index 000000000..9b64e1729 --- /dev/null +++ b/configs/annealing/peteish13-anneal-from-596057-100B-big-number-no-whammy-2-google.yaml @@ -0,0 +1,1679 @@ +run_name: peteish13-anneal-from-596057-big-number-no-whammy-2 +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 5120 + n_heads: 40 + n_layers: 40 + mlp_hidden_size: 27648 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 9e-5 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish13-highlr-zlossfix/step596057 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 100e9T +stop_at: 11931 # round(100e9 / (2048 * 4096)) + 10 +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot_bpb + type: downstream + + - label: arc_easy_mc_5shot + type: downstream + + - label: arc_easy_mc_5shot_bpb + type: downstream + + - label: boolq_mc_5shot + type: downstream + + - label: boolq_mc_5shot_bpb + type: downstream + + - label: csqa_mc_5shot + type: downstream + + - label: csqa_mc_5shot_bpb + type: downstream + + - label: hellaswag_mc_5shot + type: downstream + + - label: hellaswag_mc_5shot_bpb + type: downstream + + - label: openbookqa_mc_5shot + type: downstream + + - label: openbookqa_mc_5shot_bpb + type: downstream + + - label: piqa_mc_5shot + type: downstream + + - label: piqa_mc_5shot_bpb + type: downstream + + - label: socialiqa_mc_5shot + type: downstream + + - label: socialiqa_mc_5shot_bpb + type: downstream + + - label: winogrande_mc_5shot + type: downstream + + - label: winogrande_mc_5shot_bpb + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: hellaswag + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + #SOURCE: gs://ai2-llm/preprocessed/personahub_math_v2_79975/ (84.52MT) + - gs://ai2-llm/preprocessed/personahub_math_v2_79975/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer (9.03MT) + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-29-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-02-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/gsm8k-synth/resample_v1_6x/dolma2-tokenizer/ (1.08MT) + - gs://ai2-llm/preprocessed/gsm8k-synth/resample_v1_6x/dolma2-tokenizer/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/ (17.06MT) + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-73-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-47-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-55-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-51-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-90-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-52-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-49-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-42-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-50-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-61-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-88-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-60-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-58-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-54-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-77-00000.npy + - 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gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-77-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-48-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-85-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-14-00000.npy + - 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gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-86-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/ (1.26BT) + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - 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gs://ai2-llm/preprocessed/personahub_math_v2_79975/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer (9.03MT) + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-09-00000.npy + - 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gs://ai2-llm/preprocessed/gsm8k-synth/resample_v1_6x/dolma2-tokenizer/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/ (17.06MT) + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-38-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-41-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-88-00000.npy + - 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gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-54-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-58-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-86-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-42-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-52-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-78-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-79-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-48-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-71-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-70-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-80-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-64-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-47-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/ (3.06BT) + - 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gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-57-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-70-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-86-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-80-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-39-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-58-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-55-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-85-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-46-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-71-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-78-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-64-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-83-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-88-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-38-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-61-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-51-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-08-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/ (1.26BT) + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/ (3.66BT) + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/ (17.08BT) + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/ (14.43BT) + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/shadow_clones/ (36.35BT) + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0025/part-49-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/owm-filtered-math/codesearchnet/part-18-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0028/part-07-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-39-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-51-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/owm-filtered-math/codesearchnet/part-17-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/owm-filtered-math/codesearchnet/part-10-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0023/part-43-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0002/part-49-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-43-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-11-00000.npy + - 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gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-13-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/owm-filtered-math/codesearchnet/part-07-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0016/part-36-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0008/part-26-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0024/part-31-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0016/part-22-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0026/part-11-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/owm-filtered-math/codesearchnet/part-13-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-86-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-88-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/owm-filtered-math/metamath/part-0-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/basic_math_mj/multiadd2/dolma2-tokenizer/part-5-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-57-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-84-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-48-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/tinyGSM/mind/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/shadow_clones/gsm_MIND/clean_stop/dolma2-tokenizer/part-26-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0022/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0005/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0020/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0028/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0003/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0006/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0009/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0019/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0025/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0006/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0009/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0021/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0028/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0006/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0002/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0027/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0027/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0002/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0014/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0002/part-61-00000.npy \ No newline at end of file diff --git a/configs/annealing/peteish7-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish7-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google.yaml new file mode 100644 index 000000000..9a210e089 --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google.yaml @@ -0,0 +1,2730 @@ +run_name: peteish7-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.00020707 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish7/step477000 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 100e9T +stop_at: 23852 # round(100e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot_bpb + type: downstream + + - label: arc_easy_mc_5shot + type: downstream + + - label: arc_easy_mc_5shot_bpb + type: downstream + + - label: boolq_mc_5shot + type: downstream + + - label: boolq_mc_5shot_bpb + type: downstream + + - label: csqa_mc_5shot + type: downstream + + - label: csqa_mc_5shot_bpb + type: downstream + + - label: hellaswag_mc_5shot + type: downstream + + - label: hellaswag_mc_5shot_bpb + type: downstream + + - label: openbookqa_mc_5shot + type: downstream + + - label: openbookqa_mc_5shot_bpb + type: downstream + + - label: piqa_mc_5shot + type: downstream + + - label: piqa_mc_5shot_bpb + type: downstream + + - label: socialiqa_mc_5shot + type: downstream + + - label: socialiqa_mc_5shot_bpb + type: downstream + + - label: winogrande_mc_5shot + type: downstream + + - label: winogrande_mc_5shot_bpb + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: hellaswag + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy \ No newline at end of file diff --git a/configs/annealing/peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-google.yaml b/configs/annealing/peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-google.yaml new file mode 100644 index 000000000..871027f45 --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-google.yaml @@ -0,0 +1,2639 @@ +run_name: peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2 +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 300e9T +stop_at: 71536 # round(300e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-se-flan-google.yaml new file mode 100644 index 000000000..099e7933c --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-se-flan-google.yaml @@ -0,0 +1,2751 @@ +run_name: peteish7-anneal-from-928646-300B-nowup-moremath-dclm07-fw2-se-flan-google +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 300e9T +stop_at: 71536 # round(300e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-47-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-code-dclm07-fw2.yaml b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-code-dclm07-fw2.yaml new file mode 100644 index 000000000..893ba73d8 --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-code-dclm07-fw2.yaml @@ -0,0 +1,2638 @@ +run_name: peteish7-anneal-from-928646-50B-nowup-moremath-code-dclm07-fw2 +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - s3://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - 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/weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-mask.yaml b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-mask.yaml new file mode 100644 index 000000000..239a4757a --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-mask.yaml @@ -0,0 +1,2638 @@ +run_name: peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-mask +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - s3://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - 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/weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan-from4000-2xbsz.yaml b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan-from4000-2xbsz.yaml new file mode 100644 index 000000000..606ea9f80 --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan-from4000-2xbsz.yaml @@ -0,0 +1,2750 @@ +run_name: peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan-from4000-2xbsz +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 7.687375e-05 # 0.000061499 * 1.25 to account for larger bsz + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan/step5000 + +restore_dataloader: true +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 6931 # round((50e9 - (5000*1024*4096)) / (1024 * 4096)) + 10 +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - s3://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - 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/weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan.yaml b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan.yaml new file mode 100644 index 000000000..1d00bcc7e --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan.yaml @@ -0,0 +1,2750 @@ +run_name: peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2-se-flan +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - s3://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - 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/weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2.yaml b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2.yaml new file mode 100644 index 000000000..897191468 --- /dev/null +++ b/configs/annealing/peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2.yaml @@ -0,0 +1,2638 @@ +run_name: peteish7-anneal-from-928646-50B-nowup-moremath-dclm07-fw2 +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - s3://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - s3://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - s3://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - 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/weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-24-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-25-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-26-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-27-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-28-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-29-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-30-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-31-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-32-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-33-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-34-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-35-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-36-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-37-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-38-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-39-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-40-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-41-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-42-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-43-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-44-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-45-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-46-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy diff --git a/configs/annealing/peteish7-medlr-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google.yaml b/configs/annealing/peteish7-medlr-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google.yaml new file mode 100644 index 000000000..2e8b72df2 --- /dev/null +++ b/configs/annealing/peteish7-medlr-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google.yaml @@ -0,0 +1,2730 @@ +run_name: peteish7-anneal-from-477000-100B-moremath-dclm07-fw2-se-flan-google +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.00041414 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + units: steps + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish7-medlr/step477000 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 100e9T +stop_at: 23852 # round(100e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot + type: downstream + + - label: arc_challenge_mc_5shot_bpb + type: downstream + + - label: arc_easy_mc_5shot + type: downstream + + - label: arc_easy_mc_5shot_bpb + type: downstream + + - label: boolq_mc_5shot + type: downstream + + - label: boolq_mc_5shot_bpb + type: downstream + + - label: csqa_mc_5shot + type: downstream + + - label: csqa_mc_5shot_bpb + type: downstream + + - label: hellaswag_mc_5shot + type: downstream + + - label: hellaswag_mc_5shot_bpb + type: downstream + + - label: openbookqa_mc_5shot + type: downstream + + - label: openbookqa_mc_5shot_bpb + type: downstream + + - label: piqa_mc_5shot + type: downstream + + - label: piqa_mc_5shot_bpb + type: downstream + + - label: socialiqa_mc_5shot + type: downstream + + - label: socialiqa_mc_5shot_bpb + type: downstream + + - label: winogrande_mc_5shot + type: downstream + + - label: winogrande_mc_5shot_bpb + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: hellaswag + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # MetaMathQA (87M tokens) + - gs://ai2-llm/preprocessed/meta-math_MetaMathQA/v0/tokens/allenai/dolma2-tokenizer/part-0-00000.npy + + # Mathpile (4.9B tokens) + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-0-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-1-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-2-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00007.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00008.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00009.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/arXiv/allenai/dolma2-tokenizer/part-3-00010.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00002.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00003.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00004.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00005.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-0-00006.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/commoncrawl/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/proofwiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/stackexchange/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-0-00001.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/textbooks/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/mathpile/MathPile_Commercial/train/wikipedia/allenai/dolma2-tokenizer/part-0-00000.npy + + # AutoMathText (43.5B tokens) + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0000/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0001/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-1-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-2-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0002/part-3-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/arxiv/allenai/dolma2-tokenizer/0003/part-3-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-00-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-01-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-02-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-03-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00009.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-04-00010.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-05-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-07-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-08-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-09-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-10-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00005.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00006.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00007.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-11-00008.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-12-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-13-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-14-00004.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/code/allenai/dolma2-tokenizer/0000/part-15-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00002.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-0-00003.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-1-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00000.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-2-00001.npy + - gs://ai2-llm/preprocessed/math-ai_AutoMathText/v0/web/allenai/dolma2-tokenizer/0000/part-3-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% AND with fineweb classifier >=2 (751,778,760,196 tokens) + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-32-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-33-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-34-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-35-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-36-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-37-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-39-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-40-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-41-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-42-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-43-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-44-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-45-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-46-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-47-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-49-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-50-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-51-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-52-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-53-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-54-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-55-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-56-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-57-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-59-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-60-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-61-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-62-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0000/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-00-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-01-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-02-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-03-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-04-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-05-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-06-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-07-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-08-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-09-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-11-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-12-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-13-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-14-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-16-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-17-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-18-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-19-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-20-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-21-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-23-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-24-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-26-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-27-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-28-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0001/part-29-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-63-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-00-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-01-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-02-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-03-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-04-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-05-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-06-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-07-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-08-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-09-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-10-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-11-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-12-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-13-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-14-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-15-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-16-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-17-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-18-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-19-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-20-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-21-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-22-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-23-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-24-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-26-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-27-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-28-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-29-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-30-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-31-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-32-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-33-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-34-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-35-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-36-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-37-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-38-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-39-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-40-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-41-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-42-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-43-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-44-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-45-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-46-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-47-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-48-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-49-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-50-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-51-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-52-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-53-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-54-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-55-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-56-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-57-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-58-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-59-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-60-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-61-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-62-00000.npy + # - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-63-00000.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - gs://ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy + + # CodeSearchNet + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/code_search_net/v0/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + + # StackExchange + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy \ No newline at end of file diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard-train.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard-train.yaml new file mode 100644 index 000000000..ce13e58a2 --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard-train.yaml @@ -0,0 +1,725 @@ +run_name: peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard-train +seed: 7201 +dry_run: false + + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-00-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-01-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-02-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-03-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-04-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-05-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-06-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-07-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-08-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-09-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-10-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-11-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-12-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-13-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-14-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-15-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-16-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-17-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-18-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-19-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-20-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-21-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-22-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-23-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-24-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-25-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-26-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-27-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-28-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-29-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-30-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-31-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-32-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-33-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-34-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-35-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-36-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-37-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-38-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-39-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-40-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-41-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-42-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-43-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-44-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-45-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-46-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-47-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-48-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-49-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-50-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-51-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-52-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-53-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-54-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-55-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-56-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-57-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-58-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-59-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-60-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-61-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-62-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-63-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-64-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-65-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-66-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-67-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-68-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-69-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-70-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-71-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-72-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-73-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-74-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-75-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-76-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-77-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-78-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-79-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-80-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-81-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-82-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-83-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-84-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-85-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-86-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-87-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-88-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-89-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-90-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-91-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-91-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-92-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-92-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-93-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-93-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-94-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-94-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-95-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-95-00001.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard.yaml new file mode 100644 index 000000000..6a939b77d --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard.yaml @@ -0,0 +1,725 @@ +run_name: peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon-hard +seed: 7201 +dry_run: false + + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-00-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-01-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-02-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-03-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-04-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-05-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-06-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-07-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-08-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-09-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-10-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-11-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-12-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-13-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-14-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-15-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-16-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-17-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-18-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-19-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-20-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-21-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-22-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-23-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-24-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-25-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-26-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-27-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-28-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-29-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-30-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-31-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-32-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-33-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-34-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-35-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-36-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-37-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-38-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-39-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-40-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-41-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-42-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-43-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-44-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-45-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-46-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-47-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-48-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-49-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-50-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-51-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-52-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-53-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-54-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-55-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-56-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-57-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-58-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-59-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-60-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-61-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-62-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-63-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-64-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-65-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-66-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-67-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-68-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-69-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-70-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-71-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-72-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-73-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-74-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-75-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-76-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-77-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-78-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-79-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-80-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-81-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-82-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-83-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-84-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-85-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-86-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-87-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-88-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-89-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-90-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-91-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-91-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-92-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-92-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-93-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-93-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-94-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-94-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-95-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-95-00001.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - 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s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon.yaml new file mode 100644 index 000000000..ed4e89340 --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon.yaml @@ -0,0 +1,725 @@ +run_name: peteish7-weka-anneal-from-928646-50B-nowup-dclm07-flan-decon +seed: 7201 +dry_run: false + + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data filtered to the top 7% + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-00-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-01-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-02-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-03-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-04-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-05-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-06-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-07-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-08-00000.npy + - 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s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-83-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-84-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-85-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-86-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-87-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-88-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-89-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-90-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-91-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-91-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-92-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-92-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-93-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-93-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-94-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-94-00001.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-95-00000.npy + - s3://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_s10/allenai/dolma2-tokenizer/part-95-00001.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # Flan + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-48-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-49-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-50-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-51-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-52-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-55-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-57-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-58-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-59-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-61-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-64-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-67-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-69-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-70-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-71-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-74-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-77-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-78-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-79-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-84-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-85-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-86-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-88-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-89-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-refine-og.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-refine-og.yaml new file mode 100644 index 000000000..846e77de6 --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-refine-og.yaml @@ -0,0 +1,730 @@ +run_name: peteish7-weka-anneal-from-928646-50B-nowup-refine-og +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data pre-rewrites (135,080,200,888 tokens) + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/001/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-20b/002/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/001/allenai/dolma2-tokenizer/part-20-00000.npy + - 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s3://ai2-llm/preprocessed/dclm/samples/src-100b/002/allenai/dolma2-tokenizer/part-90-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/002/allenai/dolma2-tokenizer/part-91-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/002/allenai/dolma2-tokenizer/part-92-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/002/allenai/dolma2-tokenizer/part-93-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/002/allenai/dolma2-tokenizer/part-94-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/src-100b/002/allenai/dolma2-tokenizer/part-95-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-refine-rw.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-refine-rw.yaml new file mode 100644 index 000000000..3fa42c001 --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup-refine-rw.yaml @@ -0,0 +1,1206 @@ +run_name: peteish7-weka-anneal-from-928646-50B-nowup-refine-rw +seed: 7201 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + #- /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + # - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data, rewritten (123,473,773,980 tokens) + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/001/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-20-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-21-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-22-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-23-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-24-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-25-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-26-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-27-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-28-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-29-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-30-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-31-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-32-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-33-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-34-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-35-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-36-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-37-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-38-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-39-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-40-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-41-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-42-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-43-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-44-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-45-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-46-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-20b/002/allenai/dolma2-tokenizer/part-47-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-00-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-01-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-02-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-03-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-04-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-05-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-06-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-07-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-08-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-09-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-10-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-11-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-12-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-13-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-14-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-15-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-16-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-17-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-18-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-19-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/001/allenai/dolma2-tokenizer/part-20-00000.npy + - 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s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-121-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-122-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-123-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-124-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-125-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-126-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-127-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-128-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-129-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-130-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-131-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-132-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-133-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-134-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-135-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-136-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-137-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-138-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-139-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-140-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-141-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-142-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-143-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-144-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-145-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-146-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-147-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-148-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-149-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-150-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-151-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-152-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-153-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-154-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-155-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-156-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-157-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-158-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-159-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-160-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-161-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-162-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-163-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-164-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-165-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-166-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-167-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-168-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-169-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-170-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-171-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-172-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-173-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-174-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-175-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-176-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-177-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-178-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-179-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-180-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-181-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-182-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-183-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-184-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-185-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-186-00000.npy + - s3://ai2-llm/preprocessed/dclm/samples/rewrite-100b/003/allenai/dolma2-tokenizer/part-187-00000.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + + # GSM8K + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_main_train/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/gsm8k/v0_socratic_train/allenai/dolma2-tokenizer/part-0-00000.npy diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed1337-google.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed1337-google.yaml new file mode 100644 index 000000000..f417ebf40 --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed1337-google.yaml @@ -0,0 +1,1117 @@ + +run_name: peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3 +seed: 1337 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + #SOURCE: gs://ai2-llm/preprocessed/personahub_math_v2_79975/ (84.52MT) + - gs://ai2-llm/preprocessed/personahub_math_v2_79975/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/ (9.03MT) + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-25-00000.npy + - 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gs://ai2-llm/preprocessed/math_shadow_clones/owm-filtered-math/codesearchnet_shadow00/part-11-00000.npy + - gs://ai2-llm/preprocessed/math_shadow_clones/owm-filtered-math/codesearchnet_shadow00/part-12-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/ (2.11MT) + - gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/part-3-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/part-5-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/part-4-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/part-2-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/multiadd2/dolma2-tokenizer/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/ (782.58MT) + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/ajibawa-2023/dolma2-tokenizer/part-01-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/ (3.09BT) + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-70-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-50-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-41-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-49-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-53-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-85-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-42-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-90-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-47-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-71-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-74-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-80-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-78-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-39-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-57-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-83-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-79-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-46-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-51-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-48-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-73-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-58-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-86-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-31-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-43-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-54-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-45-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-55-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-88-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-64-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-38-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-69-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-77-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-61-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-52-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-60-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-91-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-84-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-29-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/ (3.06BT) + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-79-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-45-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-91-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-41-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-84-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-77-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-64-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-73-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-78-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-07-00000.npy + - 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gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-39-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/ (1.26BT) + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - 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gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/ (8.68BT) + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-80-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-60-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-54-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-42-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-91-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-38-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-83-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-29-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-46-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-36-00000.npy + - 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gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-90-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-73-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-47-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/ (3.90BT) + - 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gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0011/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0003/part-29-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0027/part-63-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-10-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0004/part-38-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0007/part-22-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0029/part-30-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0027/part-58-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0030/part-25-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0015/part-31-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0009/part-15-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0022/part-48-00000.npy + - gs://ai2-llm/preprocessed/dclm/v0_rep32_ft7percentile_fw2/documents/allenai/dolma2-tokenizer/0011/part-41-00000.npy diff --git a/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed42-google.yaml b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed42-google.yaml new file mode 100644 index 000000000..41217422a --- /dev/null +++ b/configs/annealing/peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed42-google.yaml @@ -0,0 +1,1116 @@ +run_name: peteish7-weka-anneal-from-928646-50B-nowup_big-number-no-whammy-3_seed42 +seed: 42 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 0.000061499 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: linear_with_warmup + t_warmup: 0 + alpha_f: 0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: gs://ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: gs://ai2-llm/checkpoints/OLMo-medium/peteish7/step928646 + +restore_dataloader: false +no_pre_train_checkpoint: true + +max_duration: 50e9T +stop_at: 11931 # round(50e9 / (1024 * 4096)) + 10 +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + #SOURCE: gs://ai2-llm/preprocessed/personahub_math_v2_79975/ (84.52MT) + - gs://ai2-llm/preprocessed/personahub_math_v2_79975/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/ (9.03MT) + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-06-00000.npy + - 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gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-29-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-34-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/basic_math_mj/dolma2-tokenizer/part-31-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/gsm8k-synth/resample_v1_6x/dolma2-tokenizer/ (1.08MT) + - gs://ai2-llm/preprocessed/gsm8k-synth/resample_v1_6x/dolma2-tokenizer/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/ (17.06MT) + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-83-00000.npy + - gs://ai2-llm/preprocessed/gsm_MIND/clean_stop/dolma2-tokenizer/part-26-00000.npy + - 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gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-69-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-77-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-61-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-52-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-60-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-91-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-84-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-26-00000.npy + - gs://ai2-llm/preprocessed/mathcoder2-synthmath/mathcoder2-synthmath/filtered-math/dolma2-tokenizer/part-29-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/ (3.06BT) + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-76-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-66-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-28-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-36-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-79-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-45-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-91-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-27-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-89-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-41-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-40-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-84-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-77-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-64-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-73-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-44-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-33-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-78-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-63-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-86-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-88-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-65-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-47-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-38-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-32-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-57-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-85-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-68-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-59-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-62-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-29-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-25-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-43-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-81-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-49-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-69-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-71-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-72-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-60-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-82-00000.npy + - 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gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-35-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-48-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-70-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-74-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-75-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-54-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-50-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-55-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-61-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-83-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-80-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-67-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-56-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-30-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-87-00000.npy + - gs://ai2-llm/preprocessed/tinyGSM/mind/dolma2-tokenizer/part-39-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/ (1.26BT) + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/stackexchange/v1_dedupe/allenai/dolma2-tokenizer/part-03-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/ (3.66BT) + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + #SOURCE: gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/ (8.68BT) + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-82-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-53-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-37-00000.npy + - gs://ai2-llm/preprocessed/tulu_flan/v1-FULLDECON-HARD-TRAIN-60M-shots_all-upweight_1-dialog_false-sep_rulebased/allenai/dolma2-tokenizer/part-68-00000.npy + - 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0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: cosine_with_warmup + units: tokens + t_warmup: 8388608000 + t_max: 5e12 + alpha_f: 0.1 + warmup_min_lr: 0.0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: gs://ai2-llm/checkpoints/OLMo-small/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: null + +max_duration: 4e12T +global_train_batch_size: 512 +device_train_microbatch_size: 4 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: null + sharding_strategy: SHARD_GRAD_OP + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 10 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00002.npy + - 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gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00004.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy diff --git a/configs/peteish1-weka.yaml b/configs/peteish1-weka.yaml index fc4b08213..831900efc 100644 --- a/configs/peteish1-weka.yaml +++ b/configs/peteish1-weka.yaml @@ -84,7 +84,7 @@ save_num_unsharded_checkpoints_to_keep: -1 load_path: null max_duration: 1ep -global_train_batch_size: 1024 +global_train_batch_size: 512 device_train_microbatch_size: 4 precision: amp_bf16 diff --git a/configs/peteish13-google.yaml b/configs/peteish13-google.yaml new file mode 100644 index 000000000..87e3e2281 --- /dev/null +++ b/configs/peteish13-google.yaml @@ -0,0 +1,1380 @@ +run_name: peteish13 +seed: 6198 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 5120 + n_heads: 40 + n_layers: 40 + mlp_hidden_size: 27648 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 3.0e-4 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: cosine_with_warmup + units: tokens + t_warmup: 8388608000 + t_max: 5e12 + alpha_f: 0.1 + warmup_min_lr: 0.0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: s3://ai2-llm/checkpoints/OLMo-medium/peteish13 +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 1000 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: null + +max_duration: 5e12T +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - gs://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-013-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-013-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-013-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-013-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-013-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-014-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-014-00001.npy + - 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gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00004.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy diff --git a/configs/peteish13-s3.yaml b/configs/peteish13-s3.yaml index 4e65aabad..00c0e8bc8 100644 --- a/configs/peteish13-s3.yaml +++ b/configs/peteish13-s3.yaml @@ -84,7 +84,7 @@ save_num_unsharded_checkpoints_to_keep: -1 load_path: null max_duration: 1ep -global_train_batch_size: 1024 +global_train_batch_size: 2048 device_train_microbatch_size: 2 precision: amp_bf16 diff --git a/configs/peteish13-weka.yaml b/configs/peteish13-weka.yaml new file mode 100644 index 000000000..cca1135f6 --- /dev/null +++ b/configs/peteish13-weka.yaml @@ -0,0 +1,1380 @@ +run_name: peteish13-s3-run001 +seed: 6198 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 5120 + n_heads: 40 + n_layers: 40 + mlp_hidden_size: 27648 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 3.0e-4 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: cosine_with_warmup + units: tokens + t_warmup: 8388608000 + t_max: 5e12 + alpha_f: 0.1 + warmup_min_lr: 0.0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +remote_save_folder: s3://ai2-llm/checkpoints/OLMo-medium/peteish13-s3 +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: null + +max_duration: 1ep +global_train_batch_size: 2048 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - s3://ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-005-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-006-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-007-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-008-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-009-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-010-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-011-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-012-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-013-00000.npy + - 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/weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-171-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-172-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-172-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-172-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-172-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-172-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00004.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00001.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00002.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00003.npy + - /weka/oe-training-default/ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00004.npy + + # Wikipedia + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - /weka/oe-training-default/ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy diff --git a/configs/peteish7-google.yaml b/configs/peteish7-google.yaml new file mode 100644 index 000000000..3365ac70d --- /dev/null +++ b/configs/peteish7-google.yaml @@ -0,0 +1,1382 @@ +run_name: peteish7-run001 +seed: 6198 +dry_run: false + +wandb: + name: ${run_name} + project: olmo-medium + group: ${run_name} + +model: + d_model: 4096 + n_heads: 32 + n_layers: 32 + mlp_hidden_size: 22016 + weight_tying: false + alibi: false + rope: true + rope_theta: 500000 + flash_attention: true + attention_dropout: 0.0 + include_bias: false + block_type: sequential + layer_norm_type: rms + layer_norm_with_affine: true + layer_norm_eps: 1e-6 + bias_for_layer_norm: false + attention_layer_norm: true + attention_layer_norm_with_affine: true + norm_after: true + activation_type: swiglu + residual_dropout: 0.0 + embedding_dropout: 0.0 + max_sequence_length: 4096 + vocab_size: 100278 + embedding_size: 100352 + eos_token_id: 100257 + pad_token_id: 100277 + init_device: meta + init_fn: normal + init_std: 0.02 + init_cutoff_factor: 3 + +softmax_auxiliary_loss: true +auxiliary_loss_multiplier: 1e-5 +fused_loss: true + +compile: null + +optimizer: + name: adamw + learning_rate: 3.0e-4 + weight_decay: 0.1 + eps: 1e-8 + decay_norm_and_bias: true + decay_embeddings: false + betas: + - 0.9 + - 0.95 + metrics_log_interval: 1 + +scheduler: + name: cosine_with_warmup + units: tokens + t_warmup: 8388608000 + t_max: 5e12 + alpha_f: 0.1 + warmup_min_lr: 0.0 + +tokenizer: + identifier: tokenizers/allenai_dolma2.json + truncate_direction: right + +save_folder: /weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${run_name} +save_overwrite: false + +save_interval: 1000 +save_interval_ephemeral: 250 +save_num_checkpoints_to_keep: -1 +sharded_checkpointer: olmo_core + +save_interval_unsharded: null +save_num_unsharded_checkpoints_to_keep: -1 + +load_path: null + +max_duration: 1ep +global_train_batch_size: 1024 +device_train_microbatch_size: 2 + +precision: amp_bf16 + +fsdp: + wrapping_strategy: by_block_and_size + precision: mixed + +activation_checkpointing: one_in_four + +max_grad_norm: 1.0 +max_grad_norm_ratio: null + +speed_monitor: + window_size: 1 + +gen1_gc_interval: 1 + +eval_interval: 1000 +eval_subset_num_batches: -1 +device_eval_batch_size: ${device_train_microbatch_size} +evaluators: + # - label: all-small-ppl-validation + # data: + # num_workers: 0 + # drop_last: true + # # generate_doc_lengths: true + # memmap_dtype: uint32 + # datasets: + # c4_en-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy + # dolma_books-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy + # dolma_common-crawl-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy + # dolma_pes2o-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy + # dolma_reddit-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy + # dolma_stack-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy + # dolma_wiki-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy + # ice-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy + # m2d2_s2orc-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy + # pile-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy + # wikitext_103-validation: + # - /weka/oe-training-default/ai2-llm/eval-data/perplexity/v3_small_dolma2-tokenizer/wikitext_103/val/part-0-00000.npy + + ########################## + # Downstream evaluations # + ########################## + - label: piqa + type: downstream + + - label: hellaswag + type: downstream + + - label: winogrande + type: downstream + + - label: openbook_qa + type: downstream + + - label: boolq + type: downstream + + - label: sciq + type: downstream + + - label: arc_easy + type: downstream + + - label: arc_challenge + type: downstream + + - label: copa + type: downstream + + #- label: rte + # type: downstream + + #- label: commitment_bank + # type: downstream + + #- label: sst2 + # type: downstream + + - label: commonsense_qa + type: downstream + + - label: social_iqa + type: downstream + + - label: mmlu_stem_var + type: downstream + + - label: mmlu_humanities_var + type: downstream + + - label: mmlu_social_sciences_var + type: downstream + + - label: mmlu_other_var + type: downstream + + - label: mmlu_stem_mc_5shot + type: downstream + + - label: mmlu_humanities_mc_5shot + type: downstream + + - label: mmlu_social_sciences_mc_5shot + type: downstream + + - label: mmlu_other_mc_5shot + type: downstream + + - label: mmlu_stem_mc_5shot_test + type: downstream + + - label: mmlu_humanities_mc_5shot_test + type: downstream + + - label: mmlu_social_sciences_mc_5shot_test + type: downstream + + - label: mmlu_other_mc_5shot_test + type: downstream + + - label: basic_arithmetic + type: downstream + + - label: trivia_qa_wiki_ppl + type: downstream + + - label: natural_qs_open_ppl + type: downstream + + - label: arc_easy_ppl + type: downstream + +data: + pad_direction: right + # generate_doc_lengths: true + num_workers: 32 + drop_last: true + pin_memory: true + prefetch_factor: 8 + persistent_workers: true + memmap_dtype: uint32 + timeout: 0 + instance_filter: + repetition_max_period: 13 + repetition_min_period: 1 + repetition_max_count: 32 + paths: + # ProofPile 2: Algebraic Stack Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy + + # ProofPile 2: Arxiv Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy + + # ProofPile 2: Open Web Math Data + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy + + # Pes2o Data + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy + - gs://ai2-llm/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy + + # Starcoder Data (fixed!) + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy + - gs://ai2-llm/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy + + # DCLM Data + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-004-00000.npy + - 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gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-172-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-173-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-174-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-175-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-176-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-177-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-178-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-179-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-180-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-181-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-182-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-183-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-184-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-185-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-186-00004.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00000.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00001.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00002.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00003.npy + - gs://ai2-llm/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-187-00004.npy + + # Wikipedia + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-0-00000.npy + - gs://ai2-llm/preprocessed/olmo-mix/danyh-compiled-v1_7/documents/wiki/allenai/dolma2-tokenizer/part-1-00000.npy diff --git a/olmo/config.py b/olmo/config.py index fda64dfda..4e197a341 100644 --- a/olmo/config.py +++ b/olmo/config.py @@ -696,6 +696,17 @@ class CompilerConfig(BaseConfig): The backend to use. """ + dynamic: Optional[bool] = None + """ + From the torch docs: + + Use dynamic shape tracing. When this is True, we will up-front attempt to generate a kernel that is as dynamic + as possible to avoid recompilations when sizes change. This may not always work as some + operations/optimizations will force specialization; use TORCH_LOGS=dynamic to debug overspecialization. When + this is False, we will NEVER generate dynamic kernels, we will always specialize. By default (None), we + automatically detect if dynamism has occurred and compile a more dynamic kernel upon recompile. + """ + class DistributedStrategy(StrEnum): ddp = "ddp" diff --git a/olmo/train.py b/olmo/train.py index 007aed840..105f82e40 100644 --- a/olmo/train.py +++ b/olmo/train.py @@ -1036,6 +1036,10 @@ def eval(self) -> Dict[str, Any]: del eval_batches + # Eval compiles a bunch more versions, and the result is terrible. This way we get back to zero. + if self.cfg.compile is not None: + torch.compiler.reset() + return eval_metrics def check_if_cancelled(self) -> Tuple[bool, int]: diff --git a/olmo/util.py b/olmo/util.py index c448d7e2c..1cf758bf1 100644 --- a/olmo/util.py +++ b/olmo/util.py @@ -432,9 +432,7 @@ def _gcs_is_retriable(exception: Exception) -> bool: def _gcs_upload(source: Path, bucket_name: str, key: str, save_overwrite: bool = False): - from google.cloud import storage as gcs - - storage_client = gcs.Client() + storage_client = _get_gcs_client() bucket = storage_client.bucket(bucket_name) blob = bucket.blob(key) if not save_overwrite and blob.exists(): @@ -444,9 +442,8 @@ def _gcs_upload(source: Path, bucket_name: str, key: str, save_overwrite: bool = def _gcs_file_size(bucket_name: str, key: str) -> int: from google.api_core.exceptions import NotFound - from google.cloud import storage as gcs - storage_client = gcs.Client() + storage_client = _get_gcs_client() bucket = storage_client.bucket(bucket_name) blob = bucket.blob(key) try: @@ -459,9 +456,8 @@ def _gcs_file_size(bucket_name: str, key: str) -> int: def _gcs_get_bytes_range(bucket_name: str, key: str, bytes_start: int, num_bytes: int) -> bytes: from google.api_core.exceptions import NotFound - from google.cloud import storage as gcs - storage_client = gcs.Client() + storage_client = _get_gcs_client() bucket = storage_client.bucket(bucket_name) blob = bucket.blob(key) try: diff --git a/pyproject.toml b/pyproject.toml index 87bd75591..d8b339c19 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,7 +14,7 @@ requires-python = ">=3.8" license = { file = "LICENSE" } dependencies = [ "numpy<2", - "torch>=2.1,<2.5", + "torch>=2.1", "ai2-olmo-core==0.1.0", "omegaconf", "rich", diff --git a/scripts/augusta/Dockerfile b/scripts/augusta/Dockerfile new file mode 100644 index 000000000..5aeb24968 --- /dev/null +++ b/scripts/augusta/Dockerfile @@ -0,0 +1,79 @@ +FROM --platform=linux/amd64 nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04 + +ARG DEBIAN_FRONTEND="noninteractive" +ENV TZ="America/Los_Angeles" + +# Install base tools. +RUN apt-get update && apt-get install -y \ + build-essential \ + curl \ + git \ + jq \ + language-pack-en \ + make \ + sudo \ + unzip \ + vim \ + wget \ + parallel \ + iputils-ping \ + tmux + +ARG BEAKER_VERSION +RUN curl --silent \ + --connect-timeout 5 \ + --max-time 10 \ + --retry 5 \ + --retry-delay 0 \ + --retry-max-time 40 \ + --output beaker.tar.gz \ + "https://beaker.org/api/v3/release/cli?os=linux&arch=amd64&version=${BEAKER_VERSION}" \ + && tar -zxf beaker.tar.gz -C /usr/local/bin/ ./beaker \ + && rm beaker.tar.gz + +# This ensures the dynamic linker (or NVIDIA's container runtime, I'm not sure) +# puts the right NVIDIA things in the right place +ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute + +# Install conda. We give anyone in the users group the ability to run +# conda commands and install packages in the base (default) environment. +# Things installed into the default environment won't persist, but we prefer +# convenience in this case and try to make sure the user is aware of this +# with a message that's printed when the session starts. +RUN wget https://repo.anaconda.com/miniconda/Miniconda3-py310_23.1.0-1-Linux-x86_64.sh \ + && echo "32d73e1bc33fda089d7cd9ef4c1be542616bd8e437d1f77afeeaf7afdb019787 Miniconda3-py310_23.1.0-1-Linux-x86_64.sh" \ + | sha256sum --check \ + && bash Miniconda3-py310_23.1.0-1-Linux-x86_64.sh -b -p /opt/miniconda3 \ + && rm Miniconda3-py310_23.1.0-1-Linux-x86_64.sh + +ENV PATH=/opt/miniconda3/bin:/opt/miniconda3/condabin:$PATH +ENV LD_LIBRARY_PATH=/usr/local/cuda/lib:/usr/local/cuda/lib64:$LD_LIBRARY_PATH + +RUN conda install -y pytorch::pytorch==2.5.1 packaging "numpy<2" + +# Ensure users can modify their container environment. +RUN echo '%users ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers + +# Install MLNX OFED user-space drivers +# See https://docs.nvidia.com/networking/pages/releaseview.action?pageId=15049785#Howto:DeployRDMAacceleratedDockercontaineroverInfiniBandfabric.-Dockerfile +ENV MOFED_VER 5.8-1.1.2.1 +ENV OS_VER ubuntu20.04 +ENV PLATFORM x86_64 +RUN wget --quiet https://content.mellanox.com/ofed/MLNX_OFED-${MOFED_VER}/MLNX_OFED_LINUX-${MOFED_VER}-${OS_VER}-${PLATFORM}.tgz && \ + tar -xvf MLNX_OFED_LINUX-${MOFED_VER}-${OS_VER}-${PLATFORM}.tgz && \ + MLNX_OFED_LINUX-${MOFED_VER}-${OS_VER}-${PLATFORM}/mlnxofedinstall --basic --user-space-only --without-fw-update -q && \ + rm -rf MLNX_OFED_LINUX-${MOFED_VER}-${OS_VER}-${PLATFORM} && \ + rm MLNX_OFED_LINUX-${MOFED_VER}-${OS_VER}-${PLATFORM}.tgz + +RUN apt-get install ninja-build -y + +ENV HF_HUB_ENABLE_HF_TRANSFER=1 +RUN pip install --no-cache-dir --upgrade pip "setuptools<70.0.0" wheel +# TODO, unpin setuptools when this issue in flash attention is resolved +RUN pip install --no-cache-dir flash-attn==2.6.3 --no-build-isolation +RUN python -c "import torch; print(torch.__version__)" + +RUN pip install --no-cache-dir ai2-olmo-core==0.1.0 omegaconf rich boto3 google-cloud-storage tokenizers "cached_path>=1.6.2" transformers importlib_resources py-spy wandb beaker-gantry click torchmetrics safetensors datasets scikit-learn "msgspec>=0.14.0" "smashed[remote]>=0.21.1" + +RUN apt-get clean + diff --git a/scripts/augusta/peteish1-launch.sh b/scripts/augusta/peteish1-launch.sh new file mode 100755 index 000000000..1fcbb38ba --- /dev/null +++ b/scripts/augusta/peteish1-launch.sh @@ -0,0 +1,37 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +gantry run \ + --workspace ai2/13B \ + --task-name peteish1 \ + --description "Peteish1" \ + --priority urgent \ + --preemptible \ + --beaker-image michalg/cuda11.8-ubuntu20.04-arb \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --allow-dirty \ + --retries 10 \ + -- /bin/bash -c "scripts/augusta/peteish1.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK" diff --git a/scripts/augusta/peteish1-muplr-launch.sh b/scripts/augusta/peteish1-muplr-launch.sh new file mode 100755 index 000000000..568d42138 --- /dev/null +++ b/scripts/augusta/peteish1-muplr-launch.sh @@ -0,0 +1,37 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +gantry run \ + --workspace ai2/13B \ + --task-name peteish1-muplr \ + --description "Peteish1 muP LR" \ + --priority high \ + --preemptible \ + --beaker-image michalg/cuda11.8-ubuntu20.04-arb \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --allow-dirty \ + --retries 10 \ + -- /bin/bash -c "scripts/augusta/peteish1-muplr.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK" diff --git a/scripts/augusta/peteish1-muplr.sh b/scripts/augusta/peteish1-muplr.sh new file mode 100755 index 000000000..7ca843161 --- /dev/null +++ b/scripts/augusta/peteish1-muplr.sh @@ -0,0 +1,87 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish1-google.yaml \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --optimizer.learning_rate=7.81e-3 \ + --save_interval_ephemeral=10000 \ + --eval_interval=10000 \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas="${BEAKER_REPLICA_COUNT}" \ + --fsdp.wrapping_strategy=by_block_and_size \ + --save_folder=$SAVE_FOLDER \ + --remote_save_folder="gs://ai2-llm/checkpoints/OLMo-medium/$NAME/" \ + --try_load_latest_save \ + --save_overwrite \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=4 \ + --device_eval_batch_size=8 \ + --compile.fullgraph=false \ + --fused_loss=false \ + --model.flash_attention=false \ + --data.num_workers=32 \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 diff --git a/scripts/augusta/peteish1-seed-anneal-launch.sh b/scripts/augusta/peteish1-seed-anneal-launch.sh new file mode 100755 index 000000000..d16e4be34 --- /dev/null +++ b/scripts/augusta/peteish1-seed-anneal-launch.sh @@ -0,0 +1,41 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +NAME=$1 +shift + +SEED=$1 +shift + +gantry run \ + --workspace ai2/13B \ + --task-name $NAME \ + --description "Peteish1 annealing : $NAME with seed $SEED" \ + --priority urgent \ + --preemptible \ + --beaker-image dirkg/OLMo \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + -- /bin/bash -c "scripts/augusta/peteish1-seed-anneal.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK $SEED" diff --git a/scripts/augusta/peteish1-seed-anneal.sh b/scripts/augusta/peteish1-seed-anneal.sh new file mode 100755 index 000000000..5b6762efb --- /dev/null +++ b/scripts/augusta/peteish1-seed-anneal.sh @@ -0,0 +1,92 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +SEED=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +# Flash is already installed in the docker image. +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +FILENAME=configs/annealing/$NAME-google.yaml +NAME=$NAME-seed$SEED +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12349 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + $FILENAME \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --save_interval_ephemeral=10000 \ + --eval_interval=10000 \ + --seed=$SEED \ + --fsdp.sharding_strategy=_HYBRID_SHARD_ZERO2 \ + --fsdp.hybrid_sharding_num_model_replicas="${BEAKER_REPLICA_COUNT}" \ + --fsdp.wrapping_strategy=by_block_and_size \ + --save_folder=$SAVE_FOLDER \ + --save_overwrite \ + --device_train_microbatch_size=4 \ + --device_eval_batch_size=8 \ + --activation_checkpointing=whole_layer \ + --compile.fullgraph=false \ + --fused_loss=true \ + --model.flash_attention=true \ + --data.num_workers=32 \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 \ + --remote_save_folder=gs://ai2-llm/checkpoints/OLMo-small/$NAME diff --git a/scripts/augusta/peteish1.sh b/scripts/augusta/peteish1.sh new file mode 100755 index 000000000..88225de9d --- /dev/null +++ b/scripts/augusta/peteish1.sh @@ -0,0 +1,86 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish1-google.yaml \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --save_interval_ephemeral=10000 \ + --eval_interval=10000 \ + --fsdp.sharding_strategy=_HYBRID_SHARD_ZERO2 \ + --fsdp.hybrid_sharding_num_model_replicas="${BEAKER_REPLICA_COUNT}" \ + --fsdp.wrapping_strategy=by_block_and_size \ + --save_folder=$SAVE_FOLDER \ + --remote_save_folder="gs://ai2-llm/checkpoints/OLMo-medium/$NAME/" \ + --try_load_latest_save \ + --save_overwrite \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=4 \ + --device_eval_batch_size=8 \ + --compile.fullgraph=false \ + --fused_loss=false \ + --model.flash_attention=false \ + --data.num_workers=32 \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 diff --git a/scripts/augusta/peteish13-launch.sh b/scripts/augusta/peteish13-launch.sh new file mode 100755 index 000000000..6c4c85894 --- /dev/null +++ b/scripts/augusta/peteish13-launch.sh @@ -0,0 +1,37 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +gantry run \ + --workspace ai2/13B \ + --task-name peteish13-highlr \ + --description "Peteish13" \ + --priority urgent \ + --preemptible \ + --beaker-image dirkg/OLMo \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 25m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --allow-dirty \ + --retries=10 \ + -- /bin/bash -c "scripts/augusta/peteish13.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK" diff --git a/scripts/augusta/peteish13-seed-anneal-launch.sh b/scripts/augusta/peteish13-seed-anneal-launch.sh new file mode 100755 index 000000000..ada4964c3 --- /dev/null +++ b/scripts/augusta/peteish13-seed-anneal-launch.sh @@ -0,0 +1,42 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +NAME=$1 +shift + +SEED=$1 +shift + +gantry run \ + --workspace ai2/13B \ + --task-name $NAME \ + --description "Peteish13 annealing : $NAME with seed $SEED" \ + --priority high \ + --preemptible \ + --beaker-image dirkg/OLMo \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --retries 10 \ + -- /bin/bash -c "scripts/augusta/peteish13-seed-anneal.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK $SEED" diff --git a/scripts/augusta/peteish13-seed-anneal.sh b/scripts/augusta/peteish13-seed-anneal.sh new file mode 100755 index 000000000..d7931f6bd --- /dev/null +++ b/scripts/augusta/peteish13-seed-anneal.sh @@ -0,0 +1,91 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +SEED=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +# Flash is already installed in the docker image. +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +FILENAME=configs/annealing/$NAME-google.yaml +NAME=$NAME-seed$SEED +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + $FILENAME \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --seed=$SEED \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas=$BEAKER_REPLICA_COUNT \ + --save_folder=$SAVE_FOLDER \ + --save_overwrite \ + --save_num_checkpoints_to_keep=2 \ + --device_train_microbatch_size=4 \ + --device_eval_batch_size=8 \ + --activation_checkpointing=whole_layer \ + --compile.fullgraph=false \ + --fused_loss=true \ + --model.flash_attention=true \ + --data.num_workers=8 \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 \ + --remote_save_folder=gs://ai2-llm/checkpoints/OLMo-medium/$NAME \ + --try_load_latest_save=true diff --git a/scripts/augusta/peteish13.sh b/scripts/augusta/peteish13.sh new file mode 100755 index 000000000..2aad8fde6 --- /dev/null +++ b/scripts/augusta/peteish13.sh @@ -0,0 +1,90 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +# Flash is already installed in the docker image. +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish13-google.yaml \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --save_interval_ephemeral=1000 \ + --save_num_checkpoints_to_keep=2 \ + --eval_interval=1000 \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas="${BEAKER_REPLICA_COUNT}" \ + --save_folder=$SAVE_FOLDER \ + --remote_save_folder="gs://ai2-llm/checkpoints/OLMo-medium/$NAME-zlossfix/" \ + --save_overwrite \ + '--load_path=${path.last_checkpoint:${remote_save_folder}}' \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=2 \ + --device_eval_batch_size=8 \ + --compile.fullgraph=false \ + --activation_checkpointing=one_in_two \ + --fused_loss=true \ + --model.flash_attention=true \ + --data.num_workers=8 \ + --optimizer.learning_rate=9.0e-4 \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 \ + --epoch=1 diff --git a/scripts/augusta/peteish7-anneal-launch.sh b/scripts/augusta/peteish7-anneal-launch.sh new file mode 100755 index 000000000..74b1719be --- /dev/null +++ b/scripts/augusta/peteish7-anneal-launch.sh @@ -0,0 +1,47 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +NAME=$1 +shift + +if [ -z $1 ]; then + PRIORITY='high' +else + PRIORITY=$1 +fi + + +gantry run \ + --workspace ai2/13B \ + --task-name $NAME \ + --description "Peteish7 annealing: $NAME" \ + --priority ${PRIORITY} \ + --preemptible \ + --beaker-image dirkg/OLMo \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --allow-dirty \ + --retries 10 \ + -- /bin/bash -c "scripts/augusta/peteish7-anneal.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK" diff --git a/scripts/augusta/peteish7-anneal.sh b/scripts/augusta/peteish7-anneal.sh new file mode 100755 index 000000000..9e90a2d49 --- /dev/null +++ b/scripts/augusta/peteish7-anneal.sh @@ -0,0 +1,87 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +# Flash is already installed in the docker image. +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/annealing/$NAME-google.yaml \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --save_interval_ephemeral=1000 \ + --eval_interval=1000 \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas="${BEAKER_REPLICA_COUNT}" \ + --save_folder=$SAVE_FOLDER \ + --remote_save_folder="gs://ai2-llm/checkpoints/OLMo-medium/$NAME/" \ + --try_load_latest_save \ + --save_overwrite \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=2 \ + --activation_checkpointing=one_in_four \ + --compile.fullgraph=false \ + --fused_loss=true \ + --model.flash_attention=true \ + --data.num_workers=8 \ + --no_pre_train_checkpoint \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 diff --git a/scripts/augusta/peteish7-lr-anneal-launch.sh b/scripts/augusta/peteish7-lr-anneal-launch.sh new file mode 100755 index 000000000..fc9f5d25a --- /dev/null +++ b/scripts/augusta/peteish7-lr-anneal-launch.sh @@ -0,0 +1,47 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +ORIGINAL_WANDB_RUN_ID=$1 +shift + +START_STEP=$1 +shift + +LENGTH=$1 +shift + +NAME=$(python ./scripts/group_name_from_wandb.py $ORIGINAL_WANDB_RUN_ID)-from$START_STEP-$LENGTH + +gantry run \ + --workspace ai2/davidw-oe-annealing \ + --task-name $NAME \ + --description "Peteish7 LR annealing: $NAME" \ + --priority high \ + --preemptible \ + --beaker-image michalg/cuda11.8-ubuntu20.04-arb \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --retries 10 \ + -- /bin/bash -c "scripts/augusta/peteish7-lr-anneal.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK $ORIGINAL_WANDB_RUN_ID $START_STEP $LENGTH" diff --git a/scripts/augusta/peteish7-lr-anneal.sh b/scripts/augusta/peteish7-lr-anneal.sh new file mode 100755 index 000000000..e2f759e71 --- /dev/null +++ b/scripts/augusta/peteish7-lr-anneal.sh @@ -0,0 +1,105 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +ORIGINAL_WANDB_RUN_ID=$1 +shift + +START_STEP=$1 +shift + +LENGTH=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +STEPS_TO_TRAIN=$(python -c "print(round($LENGTH / (1024 * 4096)) + $START_STEP)") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish7-google.yaml \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --save_interval_ephemeral=1000 \ + --eval_interval=1000 \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas="${BEAKER_REPLICA_COUNT}" \ + --save_folder=$SAVE_FOLDER \ + --remote_save_folder="gs://ai2-llm/checkpoints/OLMo-medium/$NAME/" \ + --save_overwrite \ + --load_path=gs://ai2-llm/checkpoints/OLMo-medium/$(python ./scripts/group_name_from_wandb.py $ORIGINAL_WANDB_RUN_ID)/step$START_STEP \ + '--load_path=${path.last_checkpoint:${remote_save_folder}}' \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=2 \ + --activation_checkpointing=one_in_four \ + --compile.fullgraph=false \ + --fused_loss=false \ + --model.flash_attention=false \ + --data.num_workers=8 \ + --optimizer.learning_rate=$(python ./scripts/learning_rate_at_step_from_wandb.py $ORIGINAL_WANDB_RUN_ID $START_STEP) \ + --scheduler.units=steps \ + --scheduler.name=linear_with_warmup \ + --scheduler.t_warmup=$START_STEP \ + --scheduler.t_max=null \ + --scheduler.alpha_f=0 \ + --max_duration=$STEPS_TO_TRAIN \ + --stop_at=$(($STEPS_TO_TRAIN + 10)) \ + --no_pre_train_checkpoint \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 diff --git a/scripts/augusta/peteish7-medlr-launch.sh b/scripts/augusta/peteish7-medlr-launch.sh new file mode 100755 index 000000000..01f20805a --- /dev/null +++ b/scripts/augusta/peteish7-medlr-launch.sh @@ -0,0 +1,37 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=$1 +shift + +gantry run \ + --workspace ai2/13B \ + --task-name peteish7-medlr \ + --description "Peteish7 with medium learning rate" \ + --priority high \ + --preemptible \ + --beaker-image michalg/cuda11.8-ubuntu20.04-arb \ + --cluster ai2/augusta-google-1 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 15m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --allow-dirty \ + --retries 10 \ + -- /bin/bash -c "scripts/augusta/peteish7-medlr.sh \$BEAKER_LEADER_REPLICA_HOSTNAME \$BEAKER_REPLICA_RANK" diff --git a/scripts/augusta/peteish7-medlr.sh b/scripts/augusta/peteish7-medlr.sh new file mode 100755 index 000000000..bd88e2085 --- /dev/null +++ b/scripts/augusta/peteish7-medlr.sh @@ -0,0 +1,86 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# augusta specific environment +export LD_LIBRARY_PATH="/var/lib/tcpxo/lib64:${LD_LIBRARY_PATH}" +export NCCL_CROSS_NIC=0 +export NCCL_ALGO=Ring,Tree +export NCCL_PROTO=Simple +export NCCL_MIN_NCHANNELS=4 +export NCCL_P2P_NET_CHUNKSIZE=524288 +export NCCL_P2P_PCI_CHUNKSIZE=524288 +export NCCL_P2P_NVL_CHUNKSIZE=1048576 +export NCCL_FASTRAK_NUM_FLOWS=2 +export NCCL_FASTRAK_ENABLE_CONTROL_CHANNEL=0 +export NCCL_BUFFSIZE=8388608 +export NCCL_FASTRAK_USE_SNAP=1 +export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 +export NCCL_NET_GDR_LEVEL=PIX +export NCCL_FASTRAK_ENABLE_HOTPATH_LOGGING=0 +export NCCL_TUNER_PLUGIN=libnccl-tuner.so +export NCCL_TUNER_CONFIG_PATH=/var/lib/tcpxo/lib64/a3plus_tuner_config.textproto +export NCCL_SHIMNET_GUEST_CONFIG_CHECKER_CONFIG_FILE=/var/lib/tcpxo/lib64/a3plus_guest_config.textproto +export NCCL_FASTRAK_PLUGIN_ACCEPT_TIMEOUT_MS=600000 +export NCCL_NVLS_ENABLE=0 +export NCCL_DEBUG=WARN +export NCCL_FASTRAK_CTRL_DEV=enp0s12 +export NCCL_FASTRAK_IFNAME=enp6s0,enp7s0,enp13s0,enp14s0,enp134s0,enp135s0,enp141s0,enp142s0 +export NCCL_SOCKET_IFNAME=enp0s12 +export NCCL_USE_SNAP=1 +export NCCL_FASTRAK_USE_LLCM=1 +export NCCL_FASTRAK_LLCM_DEVICE_DIRECTORY=/dev/aperture_devices + +# Install flash-attn +#conda install -y pytorch-cuda==12.4 packaging ninja cccl cuda-nvcc libcusolver-dev cuda-profiler-api libcusparse-dev libcublas-dev -c pytorch -c nvidia +#pip install flash-attn==2.5.9.post1 --no-build-isolation +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 +# Better error handling from Python +export PYTHONFAULTHANDLER=1 + +NAME=${GANTRY_TASK_NAME// /_} +RUN_NAME=$NAME-$(date -u +"%Y%m%d_%H%M%S") +SAVE_FOLDER=/data/$RUN_NAME +mkdir -p $SAVE_FOLDER + +torchrun \ + --nnodes "${BEAKER_REPLICA_COUNT}:${BEAKER_REPLICA_COUNT}" \ + --nproc-per-node 8 \ + --rdzv_id 12348 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish7-google.yaml \ + --run_name=$RUN_NAME \ + --wandb.group=$NAME \ + --save_interval_ephemeral=1000 \ + --eval_interval=1000 \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas=$BEAKER_REPLICA_COUNT \ + --save_folder=$SAVE_FOLDER \ + --remote_save_folder="gs://ai2-llm/checkpoints/OLMo-medium/$NAME/" \ + --save_overwrite \ + '--load_path=${path.last_checkpoint:${remote_save_folder}}' \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=2 \ + --activation_checkpointing=one_in_four \ + --compile.fullgraph=false \ + --fused_loss=false \ + --model.flash_attention=false \ + --data.num_workers=8 \ + --optimizer.learning_rate=6.0e-4 \ + --optimizer.metrics_log_interval=10 \ + --data.prefetch_factor=8 diff --git a/scripts/beaker/peteish/peteish13-highlr-launch.sh b/scripts/beaker/peteish/peteish13-highlr-launch.sh new file mode 100755 index 000000000..2b2e178aa --- /dev/null +++ b/scripts/beaker/peteish/peteish13-highlr-launch.sh @@ -0,0 +1,35 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=32 + +gantry run \ + --workspace ai2/13B \ + --task-name peteish13-highlr \ + --description "Pete-ish 13B High LR" \ + --priority urgent \ + --preemptible \ + --beaker-image petew/olmo-torch23-gantry \ + --cluster ai2/jupiter-cirrascale-2 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --weka oe-training-default:/weka/oe-training-default \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 30m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + -- /bin/bash -c "scripts/beaker/peteish/peteish13-highlr.sh \$BEAKER_LEADER_REPLICA_HOSTNAME ${NUM_NODES} \$BEAKER_REPLICA_RANK" diff --git a/scripts/beaker/peteish/peteish13-highlr.sh b/scripts/beaker/peteish/peteish13-highlr.sh new file mode 100755 index 000000000..13d559ea8 --- /dev/null +++ b/scripts/beaker/peteish/peteish13-highlr.sh @@ -0,0 +1,67 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +NUM_NODES=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# Setup Python environment. +conda shell.bash activate base + +# Install flash-attn +#conda install -y -c nvidia cuda-python +pip install packaging ninja +export FLASH_ATTENTION_SKIP_CUDA_BUILD=TRUE +pip install flash-attn==2.5.9.post1 --no-build-isolation +# pip install awscli +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 + +# Tell OLMo all ranks share the same filesystem for checkpoints. +export OLMO_SHARED_FS=1 + +export NCCL_DEBUG=INFO +export NCCL_IB_HCA="^=mlx5_bond_0" +export NCCL_SOCKET_IFNAME=ib +# export NCCL_IB_GID_INDEX=0 + +torchrun \ + --nnodes "${NUM_NODES}:${NUM_NODES}" \ + --nproc-per-node 8 \ + --rdzv_id 12349 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish13-weka.yaml \ + --run_name="${GANTRY_TASK_NAME}" \ + --save_interval_ephemeral=1000 \ + --fsdp.sharding_strategy=HYBRID_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas=$NUM_NODES \ + --save_folder="/weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${GANTRY_TASK_NAME}" \ + --remote_save_folder="s3://ai2-llm/checkpoints/OLMo-medium/${GANTRY_TASK_NAME}/" \ + --save_overwrite \ + '--load_path=${path.last_checkpoint:${save_folder}}' \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=1 \ + --activation_checkpointing=null \ + --compile.mode=default \ + --compile.fullgraph=false \ + --fused_loss=true \ + --model.flash_attention=true \ + --data.num_workers=8 \ + --optimizer.learning_rate=9.0e-4 \ + --stop_at=85050 + + # '--load_path=${path.last_checkpoint:${save_folder}}' \ diff --git a/scripts/beaker/peteish/peteish13-medlr-launch.sh b/scripts/beaker/peteish/peteish13-medlr-launch.sh new file mode 100755 index 000000000..f18f18e37 --- /dev/null +++ b/scripts/beaker/peteish/peteish13-medlr-launch.sh @@ -0,0 +1,36 @@ +#!/usr/bin/env bash + +set -ex + +NUM_NODES=32 + +gantry run \ + --workspace ai2/13B \ + --task-name peteish13-medlr \ + --description "Pete-ish 13B Medium LR" \ + --priority urgent \ + --preemptible \ + --beaker-image petew/olmo-torch23-gantry \ + --cluster ai2/jupiter-cirrascale-2 \ + --gpus 8 \ + --replicas "${NUM_NODES}" \ + --leader-selection \ + --host-networking \ + --budget ai2/oe-training \ + --no-nfs \ + --weka oe-training-default:/weka/oe-training-default \ + --propagate-failure \ + --propagate-preemption \ + --synchronized-start-timeout 30m \ + --no-python \ + --env LOG_FILTER_TYPE=local_rank0_only \ + --env OMP_NUM_THREADS=8 \ + --env OLMO_TASK=model \ + --env-secret WANDB_API_KEY=DIRKG_WANDB_API_KEY \ + --env-secret AWS_ACCESS_KEY_ID=DIRKG_AWS_ACCESS_KEY_ID \ + --env-secret AWS_SECRET_ACCESS_KEY=DIRKG_AWS_SECRET_ACCESS_KEY \ + --shared-memory 10GiB \ + --yes \ + --timeout=-1 \ + --allow-dirty \ + -- /bin/bash -c "scripts/beaker/peteish/peteish13-medlr.sh \$BEAKER_LEADER_REPLICA_HOSTNAME ${NUM_NODES} \$BEAKER_REPLICA_RANK" diff --git a/scripts/beaker/peteish/peteish13-medlr.sh b/scripts/beaker/peteish/peteish13-medlr.sh new file mode 100755 index 000000000..8625b56a4 --- /dev/null +++ b/scripts/beaker/peteish/peteish13-medlr.sh @@ -0,0 +1,66 @@ +#!/usr/bin/env bash + +set -exuo pipefail +IFS=$'\n\t' + +BEAKER_LEADER_REPLICA_HOSTNAME=$1 +shift + +NUM_NODES=$1 +shift + +BEAKER_REPLICA_RANK=$1 +shift + +# Setup Python environment. +conda shell.bash activate base + +# Install flash-attn +#conda install -y -c nvidia cuda-python +pip install packaging ninja +export FLASH_ATTENTION_SKIP_CUDA_BUILD=TRUE +pip install flash-attn==2.5.9.post1 --no-build-isolation +# pip install awscli +pip install '.[train]' +pip freeze + +# Force processes to synchronize at init_process_group +export TORCH_DIST_INIT_BARRIER=1 + +# Tell OLMo all ranks share the same filesystem for checkpoints. +export OLMO_SHARED_FS=1 + +export NCCL_DEBUG=INFO +export NCCL_IB_HCA="^=mlx5_bond_0" +export NCCL_SOCKET_IFNAME=ib +# export NCCL_IB_GID_INDEX=0 + +torchrun \ + --nnodes "${NUM_NODES}:${NUM_NODES}" \ + --nproc-per-node 8 \ + --rdzv_id 12349 \ + --rdzv_backend static \ + --rdzv_endpoint "${BEAKER_LEADER_REPLICA_HOSTNAME}:29400" \ + --node_rank "${BEAKER_REPLICA_RANK}" \ + --rdzv_conf 'read_timeout=420' \ + scripts/train.py \ + configs/peteish13-weka.yaml \ + --run_name="${GANTRY_TASK_NAME}" \ + --save_interval_ephemeral=1000 \ + --eval_interval=200 \ + --fsdp.sharding_strategy=FULL_SHARD \ + --fsdp.hybrid_sharding_num_model_replicas=$NUM_NODES \ + --save_folder="/weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/${GANTRY_TASK_NAME}" \ + --remote_save_folder="s3://ai2-llm/checkpoints/OLMo-medium/${GANTRY_TASK_NAME}/" \ + --save_overwrite \ + '--load_path=${path.last_checkpoint:${save_folder}}' \ + --sharded_checkpointer=olmo_core \ + --device_train_microbatch_size=1 \ + --activation_checkpointing=null \ + --compile=default \ + --compile.fullgraph=false \ + --fused_loss=true \ + --model.flash_attention=true \ + --data.num_workers=8 \ + --optimizer.learning_rate=6.0e-4 \ + --load_path=/weka/oe-training-default/ai2-llm/checkpoints/OLMo-medium/peteish13-highlr/step70000/ diff --git a/scripts/group_name_from_wandb.py b/scripts/group_name_from_wandb.py new file mode 100644 index 000000000..49d24997e --- /dev/null +++ b/scripts/group_name_from_wandb.py @@ -0,0 +1,25 @@ +import logging + +import click + +from olmo.util import prepare_cli_environment + +log = logging.getLogger(__name__) + + +@click.command() +@click.argument( + "wandb_run_path", + type=str, +) +def main(wandb_run_path: str): + import wandb + + api = wandb.Api() + run = api.run(wandb_run_path) + print(run.group) + + +if __name__ == "__main__": + prepare_cli_environment() + main() diff --git a/scripts/learning_rate_at_step_from_wandb.py b/scripts/learning_rate_at_step_from_wandb.py new file mode 100644 index 000000000..e7b7170ba --- /dev/null +++ b/scripts/learning_rate_at_step_from_wandb.py @@ -0,0 +1,37 @@ +import logging + +import click + +from olmo.util import prepare_cli_environment + +log = logging.getLogger(__name__) + + +@click.command() +@click.argument( + "wandb_run_path", + type=str, +) +@click.argument( + "step", + type=int, +) +def main(wandb_run_path: str, step: int): + import wandb + + api = wandb.Api() + run = api.run(wandb_run_path) + learning_rate_key = "optim/learning_rate_group0" + for data in run.scan_history(keys=["_step", learning_rate_key], min_step=step - 1, max_step=step + 1): + data_step = int(data["_step"]) + if data_step == step: + lr = data[learning_rate_key] + print(lr) + break + else: + raise RuntimeError(f"Could not find step {step} in {wandb_run_path}") + + +if __name__ == "__main__": + prepare_cli_environment() + main() diff --git a/scripts/lumi/c4-large-on-lumi.sh b/scripts/lumi/c4-large-on-lumi.sh deleted file mode 100644 index b822090cb..000000000 --- a/scripts/lumi/c4-large-on-lumi.sh +++ /dev/null @@ -1,51 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=c4-large -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=32 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=00:15:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:512 - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/c4-large.yaml --run_name=${SLURM_JOB_ID} ${@} diff --git a/scripts/lumi/c4-medium-on-lumi.sh b/scripts/lumi/c4-medium-on-lumi.sh deleted file mode 100644 index c0a5ea282..000000000 --- a/scripts/lumi/c4-medium-on-lumi.sh +++ /dev/null @@ -1,51 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=c4-medium -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=64 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:512 - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/c4-medium.yaml --run_name=${SLURM_JOB_ID} ${@} diff --git a/scripts/lumi/c4-small-on-lumi.sh b/scripts/lumi/c4-small-on-lumi.sh deleted file mode 100644 index 42e7ed060..000000000 --- a/scripts/lumi/c4-small-on-lumi.sh +++ /dev/null @@ -1,51 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=c4-small -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=32 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -# export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:512 - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/c4-small.yaml --run_name=${SLURM_JOB_ID} ${@} diff --git a/scripts/lumi/demo.sh b/scripts/lumi/demo.sh deleted file mode 100755 index 3a876e2ec..000000000 --- a/scripts/lumi/demo.sh +++ /dev/null @@ -1,64 +0,0 @@ -#!/usr/bin/env bash -# -# Demo script for running multinode jobs on LUMI. You can run this as a batch job using -# sbatch or as part of an interactive session by running this script as an executable. -# -#SBATCH --job-name=demo -#SBATCH --account=project_462000229 -#SBATCH --output=/scratch/project_462000229/logs/%j.log -#SBATCH --nodes=128 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --time-min=12:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/24.03 partition/G - -## Container-dependent settings -export OLMO_CONTAINER=$PROJECT_DIR/containers/lumi-torch25rc-rocm62-py312.sif -export ROCM_PATH=/opt/rocm -export CONDA_ENV=pytorch -export PYTHONPATH=.:${PYTHONPATH} - -## General LUMI settings (these rarely change) -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 -export GPU_MAX_HW_QUEUES=8 -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -## Job settings -export CHECKPOINTS_PATH=$SCRATCH_DIR/checkpoints -export HF_DATASETS_OFFLINE=1 -export SINGULARITYENV_TORCH_DIST_INIT_BARRIER=1 -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -## Debug settings -#export NCCL_DEBUG=INFO -#export FI_LOG_LEVEL=INFO - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /var/spool/slurmd,/opt/cray/,/usr/lib64/libcxi.so.1,/usr/lib64/libjansson.so.4,/usr/lib64/libjson-c.so.3 \ - $OLMO_CONTAINER \ - scripts/lumi/run-in-container.sh \ - python scripts/train.py configs/mitchish1-s3.yaml \ - "${@}" diff --git a/scripts/lumi/llama7.sh b/scripts/lumi/llama7.sh deleted file mode 100644 index 8a3947106..000000000 --- a/scripts/lumi/llama7.sh +++ /dev/null @@ -1,56 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=llama7 -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=128 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --time-min=24:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/llama7.yaml --run_name=${SLURM_JOB_ID} ${@} diff --git a/scripts/lumi/log_into_node.sh b/scripts/lumi/log_into_node.sh deleted file mode 100755 index 2d4e8c8cc..000000000 --- a/scripts/lumi/log_into_node.sh +++ /dev/null @@ -1,12 +0,0 @@ -#!/bin/bash - -set -euxo pipefail - -srun --interactive --pty --jobid=$1 \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B /var/spool/slurmd,/opt/cray/,/usr/lib64/libcxi.so.1,/usr/lib64/libjansson.so.4,/usr/lib64/libjson-c.so.3 \ - $OLMO_CONTAINER \ - fish diff --git a/scripts/lumi/lumi-interactive.sh b/scripts/lumi/lumi-interactive.sh deleted file mode 100755 index 856a1958c..000000000 --- a/scripts/lumi/lumi-interactive.sh +++ /dev/null @@ -1,9 +0,0 @@ -#!/bin/bash -# Run an interactive shell in our singularity image on LUMI. - -singularity shell \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B /var/spool/slurmd,/opt/cray/,/usr/lib64/libcxi.so.1,/usr/lib64/libjansson.so.4,/usr/lib64/libjson-c.so.3 \ - $OLMO_CONTAINER diff --git a/scripts/lumi/mitch-ish-7b.sh b/scripts/lumi/mitch-ish-7b.sh deleted file mode 100644 index e30470c30..000000000 --- a/scripts/lumi/mitch-ish-7b.sh +++ /dev/null @@ -1,70 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=v1.5-mix-medium-mitch-ish -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=128 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --time-min=24:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -# export OLMO_CONTAINER=llm-lumi_latest.sif -export OLMO_CONTAINER=llm-lumi-torch21_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 -export GPU_MAX_HW_QUEUES=8 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export HF_DATASETS_OFFLINE=1 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/v1_5-mix-medium-mitch-ish.yaml ${@} \ - --run_name=${SLURM_JOB_ID} \ - --activation_checkpointing=fine_grained \ - --fsdp.wrapping_strategy=one_in_four \ - --fsdp.sharding_strategy=FULL_SHARD \ - --sharded_checkpointer=local \ - --wandb.name=v1_5-mix-mitch-ish-lumi \ - --save_interval=10000 \ - --save_interval_ephemeral=1000 \ - --remote_save_folder=s3://ai2-llm/checkpoints/7b/mitchish-lumi \ - --save_folder=${FLASH_DIR}/checkpoints/mitchish-lumi diff --git a/scripts/lumi/mitchish65-randomseed.sh b/scripts/lumi/mitchish65-randomseed.sh deleted file mode 100644 index 064fb86b4..000000000 --- a/scripts/lumi/mitchish65-randomseed.sh +++ /dev/null @@ -1,63 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=mitchish65 -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=64 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -SEED=$1 -shift - -export OLMO_CONTAINER=llm-lumi-torch21_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/mitchish65.yaml \ - --run_name=seed${SEED}-${SLURM_JOB_ID} \ - --time_limit=$((47 * 60 * 60)) \ - --canceled_check_interval=10 \ - --device_train_microbatch_size=2 \ - --global_train_batch_size=1024 \ - --seed=${SEED} - ${@} diff --git a/scripts/lumi/mitchish65.sh b/scripts/lumi/mitchish65.sh deleted file mode 100644 index 859029d37..000000000 --- a/scripts/lumi/mitchish65.sh +++ /dev/null @@ -1,59 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=mitchish65 -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=128 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -export OLMO_CONTAINER=llm-lumi-torch21_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/mitchish65.yaml \ - --run_name=${SLURM_JOB_ID} \ - --time_limit=$((47 * 60 * 60)) \ - --canceled_check_interval=10 \ - --device_train_microbatch_size=2 \ - --save_interval=1000 \ - ${@} diff --git a/scripts/lumi/mitchish70.sh b/scripts/lumi/mitchish70.sh deleted file mode 100644 index e06b39437..000000000 --- a/scripts/lumi/mitchish70.sh +++ /dev/null @@ -1,61 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=mitchish70 -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=64 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -export OLMO_CONTAINER=llm-lumi-torch21_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export HF_DATASETS_OFFLINE=1 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/mitchish70.yaml \ - --run_name=${SLURM_JOB_ID} \ - --time_limit=$((47 * 60 * 60)) \ - --canceled_check_interval=10 \ - --device_train_microbatch_size=2 \ - --save_interval=1000 \ - ${@} diff --git a/scripts/lumi/olmo-small-ablation-on-lumi.sh b/scripts/lumi/olmo-small-ablation-on-lumi.sh deleted file mode 100644 index 205b4d122..000000000 --- a/scripts/lumi/olmo-small-ablation-on-lumi.sh +++ /dev/null @@ -1,70 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=olmo-small-ablation -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=16 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -# check if LOAD_PATH is provided as an environment variable; if so, create an argument -# to pass to the training script -if [ -z ${LOAD_PATH+x} ]; then - LOAD_PATH_ARG="" -else - LOAD_PATH_ARG="--load_path=${LOAD_PATH}" -fi - - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export WANDB_PROJECT=c4-small -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 -export CONFIG_PATH=configs/olmo-small-ablation.yaml - -# Try playing with max_split_size_mb if you run into OOM errors. -# export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:512 - -# get run name, we will postpend it with the job id of this slurm run -export RUN_NAME=$(cat $CONFIG_PATH | grep -ohP "^run_name\:\w*(.+)$" | sed 's/run_name:\s*//') - -# actually run the training script -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py $CONFIG_PATH \ - --run_name="${RUN_NAME}_${SLURM_JOB_ID}" \ - --wandb.project=$WANDB_PROJECT \ - $LOAD_PATH_ARG \ - ${@} diff --git a/scripts/lumi/olmo7-ablations.sh b/scripts/lumi/olmo7-ablations.sh deleted file mode 100644 index e91b6cce2..000000000 --- a/scripts/lumi/olmo7-ablations.sh +++ /dev/null @@ -1,65 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=olmo7-ablation -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=128 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=39:15:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -WANDB_GROUP=$1 -shift - -export OLMO_CONTAINER=llm-lumi-torch21_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export HF_DATASETS_OFFLINE=1 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/olmo7-ablation.yaml ${@} \ - --run_name=${SLURM_JOB_ID} \ - --activation_checkpointing=fine_grained \ - --fsdp.wrapping_strategy=one_in_four \ - --fsdp.sharding_strategy=FULL_SHARD \ - --sharded_checkpointer=local \ - --time_limit=$((39 * 60 * 60)) \ - --wandb.group=$WANDB_GROUP diff --git a/scripts/lumi/peteish13.sh b/scripts/lumi/peteish13.sh deleted file mode 100644 index 7b81d84d2..000000000 --- a/scripts/lumi/peteish13.sh +++ /dev/null @@ -1,68 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=peteish13 -#SBATCH --account=project_462000229 -#SBATCH --output=/scratch/project_462000229/logs/%j.log -#SBATCH --nodes=32 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --time-min=24:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/23.09 partition/G -module load PyTorch/2.2.2-rocm-5.6.1-python-3.10-singularity-20240617 - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 -export GPU_MAX_HW_QUEUES=8 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64:/opt/rocm/lib -export SINGULARITYENV_TORCH_DIST_INIT_BARRIER=1 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export CHECKPOINTS_PATH=$SCRATCH_DIR/checkpoints - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $SIF \ - python scripts/train.py configs/peteish13-s3.yaml \ - --run_name=peteish13-lumi_${SLURM_JOB_ID} \ - --wandb.name=peteish13-lumi_${SLURM_JOB_ID} \ - --wandb.group=peteish13-lumi \ - --data.num_workers=$SLURM_CPUS_PER_TASK \ - --data.prefetch_factor=2 \ - --save_folder=$CHECKPOINTS_PATH/peteish13/${SLURM_JOB_ID} \ - --remote_save_folder=s3://ai2-llm/checkpoints/OLMo-medium/peteish13-lumi/ \ - --fused_loss=false \ - --device_train_microbatch_size=4 \ - --activation_checkpointing=whole_layer \ - --fsdp.sharding_strategy=FULL_SHARD \ - --save_overwrite \ - "${@}" - -# '--load_path=${path.last_checkpoint:${save_folder}}' \ diff --git a/scripts/lumi/peteish7.sh b/scripts/lumi/peteish7.sh deleted file mode 100644 index 1129b149b..000000000 --- a/scripts/lumi/peteish7.sh +++ /dev/null @@ -1,73 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=peteish7 -#SBATCH --account=project_462000229 -#SBATCH --output=/scratch/project_462000229/logs/%j.log -#SBATCH --nodes=64 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=08:00:00 -#SBATCH --time-min=08:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/23.09 partition/G -module load PyTorch/2.2.2-rocm-5.6.1-python-3.10-singularity-20240617 - -export OLMO_CONTAINER=llm-lumi-torch22_latest.sif - -# export SIF_CONTAINER=$PROJECT_DIR/containers/$OLMO_CONTAINER -export SIF_CONTAINER=$SIF - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 -export GPU_MAX_HW_QUEUES=8 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64:/opt/rocm/lib -export SINGULARITYENV_TORCH_DIST_INIT_BARRIER=1 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export CHECKPOINTS_PATH=$SCRATCH_DIR/checkpoints - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $SIF_CONTAINER \ - python scripts/train.py configs/peteish7-s3.yaml \ - --run_name=peteish7-lumi_${SLURM_JOB_ID} \ - --wandb.name=peteish7-lumi_${SLURM_JOB_ID} \ - --wandb.group=peteish7-lumi \ - --data.num_workers=$SLURM_CPUS_PER_TASK \ - --data.prefetch_factor=2 \ - --save_folder=$CHECKPOINTS_PATH/peteish7/${SLURM_JOB_ID} \ - --remote_save_folder=s3://ai2-llm/checkpoints/OLMo-medium/peteish7-lumi/ \ - --fused_loss=false \ - --device_train_microbatch_size=2 \ - --activation_checkpointing=two_in_three \ - --fsdp.sharding_strategy=SHARD_GRAD_OP \ - --save_overwrite \ - "${@}" - -# '--load_path=${path.last_checkpoint:${save_folder}}' \ diff --git a/scripts/lumi/pile-llamaish7.sh b/scripts/lumi/pile-llamaish7.sh deleted file mode 100644 index c032ddbe3..000000000 --- a/scripts/lumi/pile-llamaish7.sh +++ /dev/null @@ -1,65 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=pile-llamaish7 -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=8 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=39:15:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -WANDB_GROUP=$1 -shift - -export OLMO_CONTAINER=llm-lumi-torch21_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export HF_DATASETS_OFFLINE=1 - -export DATA_PATH=$FLASH_DIR/preprocessed/pile -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/pile-llamaish7.yaml ${@} \ - --run_name=${SLURM_JOB_ID} \ - --activation_checkpointing=fine_grained \ - --fsdp.wrapping_strategy=one_in_four \ - --fsdp.sharding_strategy=FULL_SHARD \ - --sharded_checkpointer=local \ - --time_limit=$((39 * 60 * 60)) \ - --wandb.group=$WANDB_GROUP diff --git a/scripts/lumi/run-in-container.sh b/scripts/lumi/run-in-container.sh deleted file mode 100644 index 57654031d..000000000 --- a/scripts/lumi/run-in-container.sh +++ /dev/null @@ -1,7 +0,0 @@ -#!/usr/bin/env bash -# Put setup of conda in an env variable if conda is needed -if [[ ! -z "${CONDA_ENV}" ]]; then - source /opt/miniconda3/bin/activate ${CONDA_ENV} -fi - -${@} diff --git a/scripts/lumi/v1-mix-medium-on-lumi.sh b/scripts/lumi/v1-mix-medium-on-lumi.sh deleted file mode 100644 index 23861f2fe..000000000 --- a/scripts/lumi/v1-mix-medium-on-lumi.sh +++ /dev/null @@ -1,56 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=v1-mix-medium -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=32 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --time-min=8:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:128 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/v1-mix-medium.yaml --run_name=${SLURM_JOB_ID} ${@} diff --git a/scripts/lumi/v1-mix-small-on-lumi.sh b/scripts/lumi/v1-mix-small-on-lumi.sh deleted file mode 100644 index 9b8607024..000000000 --- a/scripts/lumi/v1-mix-small-on-lumi.sh +++ /dev/null @@ -1,56 +0,0 @@ -#!/bin/bash -#SBATCH --job-name=v1-mix-small -#SBATCH --account=project_462000229 -#SBATCH --output=/pfs/lustref1/flash/project_462000229/logs/%j.log -#SBATCH --nodes=32 # Total number of nodes -#SBATCH --ntasks-per-node=8 -#SBATCH --gpus-per-node=8 # Allocate one gpu per MPI rank -#SBATCH --cpus-per-task=6 -#SBATCH --time=48:00:00 -#SBATCH --time-min=24:00:00 -#SBATCH --mem=0 # All memory on the node -#SBATCH --partition=standard-g - -module load LUMI/22.08 partition/G - -export OLMO_CONTAINER=llm-lumi_latest.sif - -export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK -export MPICH_GPU_SUPPORT_ENABLED=1 -export NCCL_SOCKET_IFNAME=hsn -export NCCL_NET_GDR_LEVEL=3 -export MIOPEN_USER_DB_PATH=/tmp/${USER}-miopen-cache-${SLURM_JOB_ID} -export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} -export CXI_FORK_SAFE=1 -export CXI_FORK_SAFE_HP=1 -export FI_CXI_DISABLE_CQ_HUGETLB=1 - -# We need to set this to avoid "Cassini Event Queue overflow detected." errors. -export FI_CXI_DEFAULT_CQ_SIZE=131072 - -#export NCCL_DEBUG=INFO -export PYTHONPATH=.:${PYTHONPATH} -export ROCM_PATH=/opt/rocm -export SINGULARITYENV_LD_LIBRARY_PATH=/usr/local/lib:/opt/cray/libfabric/1.15.2.0/lib64 - -# Try playing with max_split_size_mb if you run into OOM errors. -#export PYTORCH_HIP_ALLOC_CONF=max_split_size_mb:512 - -export DATA_PATH=$FLASH_DIR/preprocessed/olmo-mix -export CHECKPOINTS_PATH=$FLASH_DIR/checkpoints -export EVAL_DATA_PATH=$SCRATCH_DIR/eval-data - -srun \ - --cpus-per-task=$SLURM_CPUS_PER_TASK \ - --distribution=block:block \ - --kill-on-bad-exit \ - scripts/run_with_environment.sh \ - singularity exec \ - -B"$PROJECT_DIR:$PROJECT_DIR" \ - -B"$FLASH_DIR:$FLASH_DIR" \ - -B"$SCRATCH_DIR:$SCRATCH_DIR" \ - -B /opt/cray:/opt/cray \ - -B /usr/lib64/libcxi.so.1:/usr/lib64/libcxi.so.1 \ - -B /usr/lib64/libjson-c.so.3:/usr/lib64/libjson-c.so.3 \ - $PROJECT_DIR/containers/$OLMO_CONTAINER \ - python scripts/train.py configs/v1-mix-small.yaml --run_name=${SLURM_JOB_ID} ${@} diff --git a/scripts/train.py b/scripts/train.py index ff7bb31b8..b4d89be2d 100644 --- a/scripts/train.py +++ b/scripts/train.py @@ -64,6 +64,9 @@ def main(cfg: TrainConfig) -> None: barrier() + # Set CUDA device. + torch.cuda.set_device(f"cuda:{get_local_rank()}") + torch.cuda.empty_cache() device = torch.device("cuda") # Fill some configuration options. @@ -132,6 +135,13 @@ def main(cfg: TrainConfig) -> None: log.info(f"Number of non-embedding parameters: {olmo_model.num_params(include_embedding=False):,d}") log.info(f"Peak GPU Memory (MB) before {cfg.distributed_strategy}: {int(peak_gpu_memory() or 0)}") + # Compile one block at a time. + if cfg.compile is not None: + if cfg.model.block_group_size != 1: + raise OLMoConfigurationError("Compile is only supported with block_group_size 1.") + for block in olmo_model.transformer.blocks: + block.compile(**cfg.compile.asdict()) + olmo_model.set_activation_checkpointing(cfg.activation_checkpointing) if cfg.distributed_strategy == DistributedStrategy.ddp: @@ -239,6 +249,7 @@ def dummy_init_fn(module: torch.nn.Module) -> None: indices_file=indices_file, ) as trainer: if cfg.try_load_latest_save: + checkpoint_dir = None if ( cfg.save_folder is not None and (checkpoint_dir := find_latest_checkpoint(cfg.save_folder)) is not None @@ -251,6 +262,29 @@ def dummy_init_fn(module: torch.nn.Module) -> None: ): log.info("Setting load path to remote checkpoint %s", checkpoint_dir) cfg.load_path = str(checkpoint_dir) + if checkpoint_dir is not None and not cfg.restore_dataloader: + log.info( + "You set restore_dataloader=False, but try_load_latest_save=True. If we were to run like " + "this, it would overwrite your previous checkpoints. I will assume you didn't mean that, " + "and set restore_dataloader=True." + ) + cfg.restore_dataloader = True + if checkpoint_dir is not None and cfg.reset_trainer_state: + log.info( + "You set both reset_trainer_state=True, and try_load_latest_save=True. If we were to " + "run like this, it would reset your trainer state right now even though we're in the " + "middle of a run. I will assume you didn't mean that, and set " + "reset_trainer_state=False." + ) + cfg.reset_trainer_state = False + if checkpoint_dir is not None and cfg.reset_optimizer_state: + log.info( + "You set both reset_optimizer_state=True, and try_load_latest_save=True. If we were to " + "run like this, it would reset your optimizer state right now even though we're in the " + "middle of a run. I will assume you didn't mean that, and set " + "reset_optimizer_state=False." + ) + cfg.reset_optimizer_state = False if not cfg.dry_run and not cfg.no_pre_train_checkpoint and cfg.load_path is None: if cfg.distributed_strategy == DistributedStrategy.ddp: @@ -314,17 +348,6 @@ def dummy_init_fn(module: torch.nn.Module) -> None: checkpoint_path, _ = trainer.save_checkpoint(checkpoint_type=CheckpointType.unsharded) log.info(f"Unsharded checkpoint saved to {checkpoint_path}") - if cfg.compile is not None: - # TODO (epwalsh): trying to compile the whole train step results in a compile-time error from within - # the optimizer. We should investigate this further at some point. - # trainer.train_step = torch.compile(trainer.train_step, **cfg.compile.asdict()) - trainer.train_batch = torch.compile(trainer.train_batch, **cfg.compile.asdict()) # type: ignore - # TODO (epwalsh): compiling the `eval_batch()` method is a little sketchy since the inputs will look - # different for different eval tasks. That might be okay, but it might not be. - # trainer.eval_batch = torch.compile(trainer.eval_batch, **cfg.compile.asdict()) # type: ignore - # Alternatively, could just do this: - # trainer.fsdp_model = torch.compile(trainer.fsdp_model, **cfg.compile.asdict()) - if not cfg.dry_run: log.info("Starting training...") trainer.fit() @@ -344,7 +367,13 @@ def dummy_init_fn(module: torch.nn.Module) -> None: torch.cuda.set_device(f"cuda:{get_local_rank()}") # Initialize process group. - dist.init_process_group(backend="nccl", timeout=timedelta(minutes=30)) + device_as_string = f"cuda:{get_local_rank()}" + torch.cuda.set_device( + device_as_string + ) # Set this early to prevent GPU 0 from picking up a bunch of tensors it shouldn't have. + dist.init_process_group( + backend="nccl", timeout=timedelta(minutes=30), device_id=torch.device(device_as_string) + ) log.info("Process group initialized") prepare_cli_environment()