ColossalAI/applications/ColossalChat/examples/data_preparation_scripts/prepare_sft_dataset.sh

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SAVE_DIR="/home/nvme-share/home/yeanbang/data/experiments/sft"
rm -rf $SAVE_DIR/cache
rm -rf $SAVE_DIR/jsonl
rm -rf $SAVE_DIR/arrow
python prepare_dataset.py --type sft \
--data_input_dirs /home/nvme-share/home/yeanbang/data/dataset/hh_rlhf/sft \
--conversation_template_config /home/nvme-share/home/yeanbang/ColossalAI/applications/ColossalChat/config/conversation_template/llama2.json \
--tokenizer_dir "/home/nvme-share/share/models/Sheared-LLaMA-1.3B" \
--data_cache_dir $SAVE_DIR/cache \
--data_jsonl_output_dir $SAVE_DIR/jsonl \
--data_arrow_output_dir $SAVE_DIR/arrow \
--max_length 4096