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--- |
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license: apache-2.0 |
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datasets: |
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- mlabonne/CodeLlama-2-20k |
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language: |
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- zh |
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--- |
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# Chinese-CodeLlama-7B-SFT-V1 |
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We implemented SFT based on our [Chinese-CodeLlama-7B-PT](https://huggingface.co/frankminors123/Chinese-CodeLlama-7B-PT). The dataset comes from [CodeLlama-2-20k](https://huggingface.co/datasets/mlabonne/CodeLlama-2-20k), we used Google Translate to translate it into Chinese. |
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In addition, we designed appropriate Chinese prompt template for coding tasks, and during the fine-tuning stage, `memory efficient attention` was applied which save us a lot of GPU memory space. |
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The Chinese prompt template used is as follows: |
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```python |
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PROMPT_TEMPLATE = ( |
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"下面是描述一项任务的指令，并且与一则输入配对用来提供更多的上下文。请给出尽可能满足请求的回答.\n" |
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"### 指令:\n{instruction}\n### 输入:\n{input}\n### 回答:\n" |
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) |
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``` |
