31 lines
693 B
Bash
Executable File
31 lines
693 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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--data_from_hub \
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--do_train \
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--reshufle_steps 50 \
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--per_device_train_batch_size 8 \
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--per_device_eval_batch_size 8 \
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--gradient_checkpointing False \
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--gradient_accumulation_steps 1 \
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--num_train_epochs 2 \
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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 1000 \
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--output_dir $BASE_DIR/llama-7b \
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--adam8bit \
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--max_instant_params 2000\
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--churn_percent 50\
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--quantize
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