| global { | |
| ducttape_output=/mnt/data/shared/multilingual_llm/experiments_megatron/continue_pretraining_llama2_all_20B | |
| repo=/mnt/data/jpombal/multilinguality_megatron | |
| external_model_dir=/mnt/data/shared/multilingual_llm/experiments_megatron/continue_pretraining_llama2_all_20B/mc4_wiki_checkpoints | |
| model_path=/mnt/data_2/cache/models--meta-llama--Llama-2-7b-hf/snapshots/6fdf2e60f86ff2481f2241aaee459f85b5b0bbb9 | |
| tokenizer_path=/mnt/data_2/cache/models--meta-llama--Llama-2-7b-hf/snapshots/6fdf2e60f86ff2481f2241aaee459f85b5b0bbb9/tokenizer.model | |
| dataset=(Dataset: en de fr es it nl pt ru zh ko en_wiki de_wiki fr_wiki es_wiki it_wiki nl_wiki pt_wiki ru_wiki zh_wiki ko_wiki) | |
| dataset_path=(Dataset: | |
| en=/mnt/data_2/shared/tower_llm_data/en/data | |
| es=/mnt/data_2/shared/tower_llm_data/es/3/0000.json.gz | |
| de=/mnt/data_2/shared/tower_llm_data/de/2/0000.json.gz | |
| fr=/mnt/data_2/shared/tower_llm_data/fr/1/0000.json.gz | |
| nl=/mnt/data_2/shared/tower_llm_data/nl/0000.json.gz | |
| pt=/mnt/data_2/shared/tower_llm_data/pt/0000.json.gz | |
| it=/mnt/data_2/shared/tower_llm_data/it/0000.json.gz | |
| ru=/mnt/data_2/shared/tower_llm_data/ru/6/0000.json.gz | |
| zh=/mnt/data_2/shared/tower_llm_data/zh/0000.json.gz | |
| ko=/mnt/data_2/shared/tower_llm_data/ko/0000.json.gz | |
| en_wiki="" | |
| es_wiki="" | |
| de_wiki="" | |
| fr_wiki="" | |
| nl_wiki="" | |
| pt_wiki="" | |
| it_wiki="" | |
| ru_wiki="" | |
| zh_wiki="" | |
| ko_wiki="" | |
| ) | |
| is_hf_dataset=(Dataset: | |
| en=True | |
| es=False | |
| de=False | |
| fr=False | |
| nl=False | |
| pt=False | |
| it=False | |
| ru=False | |
| zh=False | |
| ko=False | |
| en_wiki=False | |
| es_wiki=False | |
| de_wiki=False | |
| fr_wiki=False | |
| nl_wiki=False | |
| pt_wiki=False | |
| it_wiki=False | |
| ru_wiki=False | |
| zh_wiki=False | |
| ko_wiki=False | |
| ) | |
| threshold=(Dataset: | |
| en=516 en_wiki="" | |
| es=275 es_wiki="" | |
| de=611 de_wiki="" | |
| fr=322 fr_wiki="" | |
| nl=649 nl_wiki="" | |
| pt=257 pt_wiki="" | |
| it=332 it_wiki="" | |
| ru=334 ru_wiki="" | |
| zh=2041 zh_wiki="" | |
| ko=198 ko_wiki="" | |
| ) | |
| datamix_weights=( | |
| DataMix: | |
| mc4_wiki_uniform=( | |
| Dataset: | |
| en=67 | |
| es=67 | |
| de=67 | |
| fr=67 | |
| nl=67 | |
| pt=67 | |
| it=67 | |
| ru=67 | |
| zh=67 | |
| ko=67 | |
| en_wiki=33 | |
| es_wiki=33 | |
| de_wiki=33 | |
| fr_wiki=33 | |
| nl_wiki=33 | |
| pt_wiki=33 | |
| it_wiki=33 | |
| ru_wiki=33 | |
| zh_wiki=33 | |
| ko_wiki=33 | |
| ) | |
| mc4_uniform=( | |
| Dataset: | |
| en=100 | |
| es=100 | |
| de=100 | |
| fr=100 | |
| nl=100 | |
| pt=100 | |
| it=100 | |
| ru=100 | |
| zh=100 | |
| ko=100 | |
| en_wiki=0 | |
| es_wiki=0 | |
| de_wiki=0 | |
| fr_wiki=0 | |
| nl_wiki=0 | |
| pt_wiki=0 | |
| it_wiki=0 | |
| ru_wiki=0 | |
| zh_wiki=0 | |
| ko_wiki=0 | |
| ) | |
| ) | |
| # number such that final tokens for each language are around 1B | |
| n_tokens=(Dataset: | |
| en=1000000000 | |
| es=833333330 | |
| de=833333330 | |
| fr=833333330 | |
| nl=833333330 | |
| pt=833333330 | |
| it=833333330 | |
| ru=500000000 | |
| zh=13888888 | |
| ko=250000000 | |
| en_wiki="" | |
| es_wiki="" | |
| de_wiki="" | |
| fr_wiki="" | |
| nl_wiki="" | |
| pt_wiki="" | |
| it_wiki="" | |
| ru_wiki="" | |
| zh_wiki="" | |
| ko_wiki="" | |
| ) | |
| min_perplexity=50 | |
| size=(Size: 7 13) | |
| log_interval=1 | |
| save_interval=635 | |
| eval_interval=635 | |
| train_steps=12700 | |
| lr_scheduler=cosine | |
| warmup_steps=127 | |
| lr=3e-5 | |
| lr_min=3e-6 | |
| weight_decay=0.1 | |
| n_gpus=8 | |
| gpu_ids=0,1,2,3,4,5,6,7 | |
| tp=(TP: 1 2 3 4) | |
| pp=(PP: 1 2 3 4) | |
| micro_batch_size=4 | |
| grad_accum_steps=12 | |
| vocab_size=32000 | |
| cpu_workers=16 | |
| wandb_run_id="llama2_7B_20b_base_vocab_uniform_cleaned_ppl_thresh_516_275_611_322_649_257_332_334_2041_198_and_wiki_33" | |
| wikipedia=False | |
| freeze_layers="" | |
| posterior_tokens=False | |
| n_posterior_tokens=False | |
| eval_iters=1 | |
| is_parallel=False | |
| lp="" | |
| } | |