-
Notifications
You must be signed in to change notification settings - Fork 514
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Add annealing for new 7b with no flan.
- Loading branch information
Showing
4 changed files
with
373 additions
and
3 deletions.
There are no files selected for viewing
323 changes: 323 additions & 0 deletions
323
configs/annealing/v1.7-step_2T-warmup_true-steps_50B-flan_false.yaml
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,323 @@ | ||
| run_name: v1.7-step_2T-warmup_true-steps_50B-flan_false.yaml | ||
| seed: 61394 | ||
| dry_run: false | ||
|
|
||
| wandb: | ||
| name: ${run_name} | ||
| project: olmo-annealing | ||
| group: v1.7-step_2T-warmup_true-steps_50B-flan_false.yaml | ||
|
|
||
| model: | ||
| d_model: 4096 | ||
| n_heads: 32 | ||
| n_layers: 32 | ||
| # mlp_ratio: 6 | ||
| mlp_hidden_size: 22016 | ||
| weight_tying: false | ||
| alibi: false | ||
| rope: true | ||
| flash_attention: true | ||
| attention_dropout: 0.0 | ||
| attention_layer_norm: false | ||
| multi_query_attention: false | ||
| include_bias: false | ||
| block_type: sequential | ||
| layer_norm_type: default | ||
| layer_norm_with_affine: false | ||
| bias_for_layer_norm: false | ||
| attention_layer_norm_with_affine: false | ||
| activation_type: swiglu | ||
| residual_dropout: 0.0 | ||
| embedding_dropout: 0.0 | ||
| max_sequence_length: 2048 | ||
| vocab_size: 50280 | ||
| embedding_size: 50304 | ||
| eos_token_id: 0 | ||
| pad_token_id: 1 | ||
| init_device: meta | ||
| init_fn: mitchell | ||
|
|
||
| compile: null | ||
|
|
||
| optimizer: | ||
| name: adamw | ||
| learning_rate: 1.5e-4 # This is half the max LR from official run. | ||
| weight_decay: 0.1 | ||
| betas: | ||
| - 0.9 | ||
| - 0.95 | ||
| metrics_log_interval: 10 | ||
|
|
||
| scheduler: | ||
| name: linear_with_warmup | ||
| t_warmup: 1000 | ||
| alpha_f: 0.1 | ||
|
|
||
| tokenizer: | ||
| identifier: tokenizers/allenai_eleuther-ai-gpt-neox-20b-pii-special.json | ||
| truncate_direction: right | ||
|
|
||
| save_folder: /data | ||
| save_overwrite: false | ||
| remote_save_folder: s3://ai2-llm/checkpoints/davidw/annealing/${run_name} | ||
| # Sharded checkpoints (best for restarts) | ||
| save_interval: 500 | ||
| save_num_checkpoints_to_keep: -1 | ||
| # Unsharded checkpoints (for final storage) | ||
| save_interval_unsharded: null | ||
| save_num_unsharded_checkpoints_to_keep: -1 | ||
|
|
||
| restore_dataloader: false | ||
|
|
||
| # 2T token checkpoint for new 7B model; we call this v1.7 to match the Dolma data. | ||
| load_path: s3:///ai2-llm/checkpoints/OLMo-medium/mitchish7/step477000-unsharded | ||
|
|
||
| no_pre_train_checkpoint: true | ||
| reset_optimizer_state: true # These both are false when resetting.. | ||
| reset_trainer_state: true | ||
|
|
||
| max_duration: 50e9T | ||
| global_train_batch_size: 3072 | ||
| device_train_microbatch_size: 3 | ||
| time_limit: null | ||
|
|
||
| precision: amp_bf16 | ||
|
|
||
| fsdp: | ||
| wrapping_strategy: by_block_and_size | ||
| precision: mixed | ||
| sharding_strategy: SHARD_GRAD_OP | ||
|
|
||
| max_grad_norm: 1.0 | ||
| max_grad_norm_ratio: null | ||
|
|
||
| speed_monitor: | ||
| window_size: 20 | ||
|
|
||
| eval_interval: ${save_interval} | ||
| 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 | ||
| # pin_memory: true | ||
| # prefetch_factor: 1 | ||
| # persistent_workers: false | ||
| # timeout: 0 | ||
| datasets: | ||
| 4chan-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/4chan/val.npy | ||
| c4_100_domains-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/c4_100_domains/val.npy | ||
| c4_en-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/c4_en/val.npy | ||
| gab-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/gab/val.npy | ||
| ice-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/ice/val.npy | ||
| m2d2_s2orc-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/m2d2_s2orc/val.npy | ||
| m2d2_wiki-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/m2d2_wiki/val.npy | ||
| manosphere-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/manosphere/val.npy | ||
| mc4_en-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/mc4_en/val.npy | ||
| pile-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/pile/val.npy | ||
| ptb-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/ptb/val.npy | ||
| twitterAEE-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/twitterAEE/val.npy | ||
| wikitext_103-validation: | ||
| - s3://ai2-llm/eval-data/perplexity/v2_small_gptneox20b/wikitext_103/val.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: mmlu_stem | ||
| type: downstream | ||
|
|
||
| - label: mmlu_humanities | ||
| type: downstream | ||
|
|
||
| - label: mmlu_social_sciences | ||
| type: downstream | ||
|
|
||
| - label: mmlu_other | ||
| 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: copa | ||
| # type: downstream | ||
|
|
||
| #- label: rte | ||
| # type: downstream | ||
|
|
||
| #- label: commitment_bank | ||
| # type: downstream | ||
|
|
||
| #- label: mrpc | ||
| # type: downstream | ||
|
|
||
| #- label: sst2 | ||
| # type: downstream | ||
|
|
||
| data: | ||
| pad_direction: right | ||
| num_workers: 16 | ||
| drop_last: true | ||
| pin_memory: true | ||
| prefetch_factor: 1 | ||
| persistent_workers: true | ||
| timeout: 0 | ||
| paths: | ||
| ######### NON WEB DATA ######### | ||
| # ~> GUTENBERG BOOKS (5.256 GT) | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-1-00000.npy | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-2-00000.npy | ||
| # ~> PES2O STEM PAPERS (9.5 GT) | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy | ||
| # ~> WIKIPEDIA & WIKIBOOKS (3.689 GT) | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/wiki/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy | ||
| - s3://ai2-llm/preprocessed/olmo-mix/v1_6-decontaminated/wiki/gpt-neox-olmo-dolma-v1_5/part-1-00000.npy | ||
| # ~> REDPAJAMA STACKEXCHANGE (9.4 GT) | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_stackexchange_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy | ||
| # ~> REDPAJAMA ARXIV (11.3 GT) | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-04-00001.npy | ||
| - s3://ai2-llm/preprocessed/redpajama_arxiv_only/v1_decontaminated/gpt-neox-olmo-dolma-v1_5/part-04-00002.npy | ||
| # ~> PROOFPILE2 ALGEBRAIC STACK (9.7 GT) | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy | ||
| # ~> PROOFPILE2 OPENWEBMATH (12.734 GT) | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy | ||
| - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy | ||
| #################################### | ||
| ######### CODE ######### | ||
| # ~> STARCODER (11.5 GT) | ||
| - s3://ai2-llm/preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-00-00001.npy | ||
| - s3://ai2-llm/preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| #################################### | ||
| ######### WEB HIGH QUALITY ######### | ||
| # ~> C4 (9.85 GT) | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-005-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-006-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-007-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-008-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-009-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-010-00000.npy | ||
| - s3://ai2-llm/preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-011-00000.npy | ||
| # ~> REDDIT (10.4 GT) | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy | ||
| - s3://ai2-llm/preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy | ||
| # ~> FALCON (11.9 GT) | ||
| - s3://ai2-llm/preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy | ||
| - s3://ai2-llm/preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy | ||
| - s3://ai2-llm/preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy | ||
| - s3://ai2-llm/preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy | ||
| - s3://ai2-llm/preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
35 changes: 35 additions & 0 deletions
35
scripts/beaker/annealing/v1.7-step_2T-warmup_true-steps_50B-flan_false.sh
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,35 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| set -ex | ||
|
|
||
| CONFIG_PATH=configs/annealing/v1.7-step_2T-warmup_true-steps_50B-flan_false.yaml | ||
| NUM_NODES=3 | ||
|
|
||
| gantry run \ | ||
| --allow-dirty \ | ||
| --workspace ai2/davidw-oe-annealing \ | ||
| --task-name v1.7-step_2T-warmup_true-steps_50B-flan_false \ | ||
| --description v1.7-step_2T-warmup_true-steps_50B-flan_false \ | ||
| --priority high \ | ||
| --beaker-image petew/olmo-torch2-gantry \ | ||
| --cluster ai2/general-cirrascale-a100-80g-ib \ | ||
| --gpus 8 \ | ||
| --replicas "${NUM_NODES}" \ | ||
| --leader-selection \ | ||
| --host-networking \ | ||
| --nfs \ | ||
| --mount /net/nfs.cirrascale/allennlp/petew/cache:/root/.cache \ | ||
| --budget ai2/oe-training \ | ||
| --env LOG_FILTER_TYPE=local_rank0_only \ | ||
| --env OMP_NUM_THREADS=8 \ | ||
| --env OLMO_TASK=model \ | ||
| --env-secret WANDB_API_KEY=WANDB_API_KEY \ | ||
| --env-secret AWS_ACCESS_KEY_ID=AWS_ACCESS_KEY_ID \ | ||
| --env-secret AWS_SECRET_ACCESS_KEY=AWS_SECRET_ACCESS_KEY \ | ||
| --env-secret R2_ACCESS_KEY_ID=R2_ACCESS_KEY_ID \ | ||
| --env-secret R2_SECRET_ACCESS_KEY=R2_SECRET_ACCESS_KEY \ | ||
| --env-secret R2_ENDPOINT_URL=R2_ENDPOINT_URL \ | ||
| --shared-memory 10GiB \ | ||
| --venv base \ | ||
| --yes \ | ||
| -- /bin/bash -c "source scripts/beaker/warm_hf_cache.sh && torchrun --nnodes ${NUM_NODES}:${NUM_NODES} --nproc-per-node 8 --rdzv_id=101 --rdzv_backend=c10d --rdzv_endpoint=\$BEAKER_LEADER_REPLICA_HOSTNAME:29400 scripts/train.py ${CONFIG_PATH}" |
Oops, something went wrong.