qalora_finetune_llama2_7b_pvc_1550_1_tile.sh

#
# Copyright 2016 The BigDL Authors.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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# You could also specify `--base_model` to the local path of the huggingface model checkpoint folder and `--data_path` to the local path of the dataset JSON file

python ./alpaca_qalora_finetuning.py \
    --base_model "meta-llama/Llama-2-7b-hf" \
    --data_path "yahma/alpaca-cleaned" \
    --output_dir "./ipex-llm-qlora-alpaca" \
    --learning_rate 9e-5 \
    --micro_batch_size 8 \
    --batch_size 128 \
    --gradient_checkpointing False \
    --lora_r 8 \
    --lora_alpha 16 \
    --lora_dropout 0.05 \
    --val_set_size 2000