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global { |
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ducttape_output=/mnt/data/shared/multilingual_llm/experiments_megatron/wikipedia_llama2_all_10B_extend32 |
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repo=/mnt/data/jpombal/multilinguality_megatron |
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external_model_dir=/mnt/data/shared/multilingual_llm/experiments_megatron/continue_pretraining_llama2_all_10B_extend32/checkpoints |
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model_path=/mnt/data/bpop/multilinguality_tower/extended-models/llama-2-7b-hf-merged-multi-32k-meaninit |
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tokenizer_path=/mnt/data/bpop/multilinguality_tower/extended-models/llama-2-7b-hf-merged-multi-32k-meaninit/tokenizer.model |
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train_language=(TrainLanguage: en de fr es it nl pt ru zh ko) |
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threshold=(TrainLanguage: |
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en=516 |
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es=275 |
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de=611 |
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fr=322 |
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nl=649 |
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pt=257 |
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it=332 |
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ru=334 |
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zh=2041 |
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ko=198 |
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) |
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n_tokens=(TrainLanguage: |
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en=1000000000 |
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es=833333330 |
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de=833333330 |
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fr=833333330 |
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nl=833333330 |
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pt=833333330 |
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it=833333330 |
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ru=500000000 |
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zh=13888888 |
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ko=250000000 |
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) |
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dataset_path=(TrainLanguage: |
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en=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/en |
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es=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/es |
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de=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/de |
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fr=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/fr |
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nl=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/nl |
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pt=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/pt |
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it=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/it |
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ru=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/ru |
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zh=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/zh |
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ko=/mnt/data/shared/multilingual_llm/tower_llm_wikipedia/ko |
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) |
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mix="10 10 10 10 10 10 10 10 10 10" |
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min_perplexity=50 |
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size=(Size: 7 13) |
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log_interval=10 |
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save_interval=635 |
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eval_interval=635 |
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train_steps=6358 |
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lr_scheduler=cosine |
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warmup_steps=63 |
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lr=3e-5 |
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lr_min=3e-6 |
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weight_decay=0.1 |
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n_gpus=8 |
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gpu_ids=0,1,2,3,4,5,6,7 |
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tp=(TP: 1 2 3 4) |
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pp=(PP: 1 2 3 4) |
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micro_batch_size=4 |
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grad_accum_steps=12 |
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vocab_size=52672 |
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cpu_workers=16 |
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wandb_run_id="wikipedia_extend32" |
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wikipedia=True |
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} |
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