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21 lines
875 B
21 lines
875 B
2 years ago
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CUDA_VISIBLE_DEVICES=0,1,2 deepspeed --num_gpus=3 src/train_sft.py \
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--deepspeed deepspeed_v2.json \
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--model_name_or_path /home/majiahui/models-LLM/openbuddy-llama-7b-v1.4-fp16/ \
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--do_train \
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--dataset paper_data_v3_prompt \
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--dataset_dir /home/majiahui/project2/LLaMA-Efficient-Tuning/data \
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--finetuning_type freeze \
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--max_source_length 700 \
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--max_target_length 1400 \
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--output_dir path_to_sft_checkpoint_paper_prompt_freeze_deepspeed \
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--overwrite_cache \
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--per_device_train_batch_size 2 \
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--gradient_accumulation_steps 1 \
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--lr_scheduler_type cosine \
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--logging_steps 10 \
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--save_steps 4000 \
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--learning_rate 1e-5 \
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--num_train_epochs 3.0 \
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--plot_loss \
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--fp16 \
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--checkpoint_dir /home/majiahui/project2/LLaMA-Efficient-Tuning/path_to_sft_checkpoint_paper_prompt_freeze/checkpoint-104000
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