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29 lines
823 B
29 lines
823 B
PRE_SEQ_LEN=128 |
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LR=1e-2 |
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NUM_GPUS=1 |
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torchrun --standalone --nnodes=1 --nproc-per-node=$NUM_GPUS main.py \ |
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--do_train \ |
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--train_file $CHAT_TRAIN_DATA \ |
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--validation_file $CHAT_VAL_DATA \ |
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--preprocessing_num_workers 10 \ |
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--prompt_column prompt \ |
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--response_column response \ |
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--history_column history \ |
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--overwrite_cache \ |
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--model_name_or_path THUDM/chatglm2-6b \ |
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--output_dir $CHECKPOINT_NAME \ |
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--overwrite_output_dir \ |
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--max_source_length 256 \ |
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--max_target_length 256 \ |
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--per_device_train_batch_size 1 \ |
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--per_device_eval_batch_size 1 \ |
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--gradient_accumulation_steps 16 \ |
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--predict_with_generate \ |
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--max_steps 3000 \ |
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--logging_steps 10 \ |
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--save_steps 1000 \ |
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--learning_rate $LR \ |
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--pre_seq_len $PRE_SEQ_LEN \ |
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--quantization_bit 4 |
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