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OLMo2-7B-stage1.yaml
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run_name: OLMo2-7B-stage1
seed: 6198
dry_run: false
model:
d_model: 1024
n_heads: 8
n_layers: 12
mlp_hidden_size: 5504
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: false
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: 5e8
t_max: 5e9
alpha_f: 0.1
warmup_min_lr: 0.0
tokenizer:
identifier: tokenizers/allenai_dolma2.json
truncate_direction: right
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: 2385
global_train_batch_size: 512
device_train_microbatch_size: 4
precision: amp_bf16
# fsdp:
# wrapping_strategy: by_block_and_size
# precision: mixed
ddp:
grad_sync_mode: batch
find_unused_params: false
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:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/c4_en/val/part-0-00000.npy
# dolma_books-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_books/val/part-0-00000.npy
# dolma_common-crawl-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_common-crawl/val/part-0-00000.npy
# dolma_pes2o-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_pes2o/val/part-0-00000.npy
# dolma_reddit-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_reddit/val/part-0-00000.npy
# dolma_stack-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_stack/val/part-0-00000.npy
# dolma_wiki-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/dolma_wiki/val/part-0-00000.npy
# ice-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/ice/val/part-0-00000.npy
# m2d2_s2orc-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/m2d2_s2orc/val/part-0-00000.npy
# pile-validation:
# - http://olmo-data.org/eval-data/perplexity/v3_small_dolma2-tokenizer/pile/val/part-0-00000.npy
# wikitext_103-validation:
# - http://olmo-data.org/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: 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
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-00-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-01-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-02-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-03-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-04-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-05-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-06-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-07-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-08-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-09-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-10-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-11-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-12-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-13-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-14-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/allenai/dolma2-tokenizer/part-15-00000.npy
# ProofPile 2: Arxiv Data
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-00-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-01-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-02-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-03-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-04-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-05-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-06-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-07-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-08-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-09-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-10-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-11-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-12-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-13-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-14-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-15-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-16-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-17-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-18-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/arxiv/train/allenai/dolma2-tokenizer/part-19-00000.npy
# ProofPile 2: Open Web Math Data
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-00-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-01-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-02-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-03-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-04-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-05-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-06-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-07-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-08-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-09-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-10-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-11-00000.npy
- http://olmo-data.org/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/allenai/dolma2-tokenizer/part-12-00000.npy
# Pes2o Data
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-00-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-01-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-02-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-03-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-04-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-05-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-06-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-07-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-08-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-09-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-10-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-11-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-12-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-13-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-14-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-15-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-16-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-17-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-18-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-19-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-20-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-21-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-22-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-23-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-24-00000.npy
- http://olmo-data.org/preprocessed/pes2o/allenai/dolma2-tokenizer/part-25-00000.npy
# Starcoder Data (fixed!)
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-000-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-001-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-002-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-003-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-004-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-005-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-006-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-007-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-008-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-009-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-010-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-011-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-012-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-013-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-014-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-015-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-016-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-017-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-018-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-019-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-020-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-021-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-022-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-023-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-024-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-025-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-026-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-027-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-028-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-029-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-030-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-031-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-032-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-033-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-034-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-035-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-036-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-037-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-038-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-039-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-040-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-041-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-042-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-043-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-044-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-045-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-046-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-047-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-048-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-049-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-050-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-051-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-052-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-053-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-054-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-055-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-056-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-057-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-058-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-059-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-060-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-061-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-062-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-063-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-064-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-065-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-066-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-067-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-068-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-069-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-070-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-071-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-072-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-073-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-074-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-075-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-076-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-077-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-078-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-079-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-080-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-081-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-082-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-083-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-084-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-085-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-086-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-087-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-088-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-089-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-090-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-091-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-092-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-093-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-094-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-095-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-096-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-097-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-098-00000.npy
- http://olmo-data.org/preprocessed/starcoder/v1-decon-100_to_20k-2star-top_token_030/allenai/dolma2-tokenizer/part-099-00000.npy
# DCLM Data
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00000.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00001.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00002.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00003.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-000-00004.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00000.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00001.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00002.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00003.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-001-00004.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00000.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00001.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00002.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00003.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-002-00004.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00000.npy
- http://olmo-data.org/preprocessed/dclm/text_openhermes_reddit_eli5_vs_rw_v2_bigram_200k_train/allenai/dolma2-tokenizer/part-003-00001.npy
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