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code release PR #2

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e1f1d1f
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istabrak-abbes Aug 9, 2025
8b5d807
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istabrak-abbes Aug 9, 2025
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istabrak-abbes Aug 9, 2025
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istabrak-abbes Aug 9, 2025
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155 changes: 0 additions & 155 deletions .clang-format
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876 changes: 25 additions & 851 deletions README.md
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32 changes: 4 additions & 28 deletions configs/1B_no_buffer.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -71,15 +71,8 @@
"launcher": "slurm",
"deepspeed_slurm": true,
"num_workers": 8,
"train_data_paths": [
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/CommonCrawl/CommonCrawl",
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/C4/C4",
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/Github/Github",
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/Book/Book",
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/ArXiv/ArXiv",
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/Wikipedia/Wikipedia",
"/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/StackExchange/StackExchange",], "test_data_paths": ["/lustre/orion/bif151/proj-shared/data/slim_pajama/test/all/sp_test",],
"valid_data_paths": ["/lustre/orion/bif151/proj-shared/data/slim_pajama/test/all/sp_test",],
"train_data_paths": [your_data_path], "test_data_paths": ["sp_test",],
"valid_data_paths": ["sp_test",],
"train_data_weights": [
2.3135984956768517,
1.0029210688085275,
Expand All @@ -97,27 +90,11 @@
0.11585539362,
0.017362557217,],

"test_data_paths": ["/lustre/orion/bif151/proj-shared/data/slim_pajama/test/all/sp_test",],
# "valid_data_paths": [ "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/CommonCrawl/CommonCrawl",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/CommonCrawl/CommonCrawl",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/C4/C4",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/C4/C4",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/Github/Github",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/Github/Github",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/Book/Book",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/Book/Book",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/ArXiv/ArXiv",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/ArXiv/ArXiv",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/Wikipedia/Wikipedia",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/Wikipedia/Wikipedia",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_0-200B/StackExchange/StackExchange",
# "/lustre/orion/bif151/proj-shared/data/slim_pajama/tokenized_train_200B-300B/StackExchange/StackExchange",],
"valid_data_paths":["/lustre/orion/bif151/proj-shared/data/slim_pajama/test/all/sp_test",],
"valid_data_paths":["sp_test",],

"weight_by_num_documents": true,
"split" : "80,10,10",
"tokenizer_type": "HFTokenizer",
# "vocab_file": "/lustre/orion/bif151/proj-shared/Meta-Llama-3-8B/tokenizer.json",
"vocab-file": "data/20B_tokenizer.json",
# "use_replay": true,
# "buffer_size": 3200000000,
Expand All @@ -126,12 +103,11 @@
# "fill_buffer_size": 2000,
"split" : "80,10,10",
"tokenizer_type": "HFTokenizer",
# "vocab_file": "/lustre/orion/bif151/proj-shared/Meta-Llama-3-8B/tokenizer.json",
"vocab-file": "data/20B_tokenizer.json",

# "buffer_dir": "data/buffer_save/pythia_410M_with_buffer/",
"deepspeed_mpi": true,
"save": "checkpoints/pretraining-1B-no-flsh",
"save": "checkpoints/pretraining-1B",
"log_dir": "logs",
# "load": "checkpoints/pretraining-1B-no-flsh",
# "tensorboard_dir": "tensorboard_important/pythia_410M_no_buffer_final",
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28 changes: 3 additions & 25 deletions configs/1B_reptile.yml
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Expand Up @@ -79,27 +79,7 @@
# "launcher": "slurm",
# "deepspeed_slurm": true,
"num_workers": 8,


# ########OSCAR Deutsch ######################
"train_data_paths": [
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/dclm-baseline/train_400B/dclm-baseline/merged_train",
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/oscar-de/train/de/merged_train",
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/oscar-fr/train/fr/merged_train",


],

"test_data_paths": ["/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/dclm-baseline/test/dclm-baseline/merged_test",
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/oscar-de/test/de/merged_test",
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/oscar-fr/test/fr/merged_test",
],
"valid_data_paths": [
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/dclm-baseline/val/dclm-baseline/merged_val",
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/oscar-de/val/de/merged_val",
"/lustre/orion/bif151/proj-shared/data_shared/llama3_tokenized_datasets/oscar-fr/val/fr/merged_val",
],

# Add your dataset paths here

"train_proportion": [
11921,11921,11921,
Expand All @@ -110,22 +90,20 @@
"weight_by_num_documents": true,
"split" : "70,15,15",

"vocab-file": "/lustre/orion/bif151/proj-shared/Meta-Llama-3-8B/tokenizer.json",
"vocab-file": "Meta-Llama-3-8B/tokenizer.json",
# "split" : "80,10,10",
"tokenizer_type": "Llama3HFTokenizer",
# "deepspeed_mpi": true,
"save": "checkpoints/spectra_1B_reptile_no_replay",
"log_dir": "logs",
"load": "/lustre/orion/bif151/proj-shared/joint_baseliens",
# "tensorboard_dir": "tensorboard_important/pythia_410M_kemel",
"load": "joint_baseliens",
"wandb_project":"spectra_1B_reptile_no_replay",
"wandb_team":"istabrak",
"use_wandb": false,
"extra_save_iters": [2000],
"load_buffer": false,
"use_replay": false,
# "reptile": true,
# "buffer_dir": "/lustre/orion/bif151/scratch/istabrak/new/continual_neox/gpt-neox/spectra_1B_25_replay_reptile/",
}


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93 changes: 0 additions & 93 deletions configs/2-7B.yml
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