35 lines
779 B
Bash
Executable File
35 lines
779 B
Bash
Executable File
#!/bin/sh
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BASE_DIR=$(dirname "$0")
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VENV_DIR=$(venvget)
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export MAX_JOBS=48
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export ROCR_VISIBLE_DEVICES="1,2"
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source $VENV_DIR/bin/activate
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python $SCRIPTS/train_dyamic/train_dynamic.py \
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--model_name_or_path "huggyllama/llama-7b" \
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--dataset "tatsu-lab/alpaca" \
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--dataset_type "hub" \
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--eval_dataset_size 200 \
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--source_max_len 1024 \
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--do_train \
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--do_eval \
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--eval_steps 100 \
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--reshufle_steps 50 \
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--per_device_train_batch_size 2 \
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--per_device_eval_batch_size 1 \
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--gradient_checkpointing True \
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--gradient_accumulation_steps 4 \
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--epochs 3 \
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--logging_dir $BASE_DIR/log \
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--logging_steps 5 \
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--learning_rate 1e-6 \
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--save_steps 500 \
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--output_dir $BASE_DIR/llama-7b-quant \
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--adam8bit \
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--churn_percent 100\
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--max_instant_params 3000 \
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--quantize
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