README.md

metadata

license: apache-2.0
datasets:
  - mlabonne/CodeLlama-2-20k
language:
  - zh

Chinese-CodeLlama-7B-SFT-V1

We implemented SFT based on our Chinese-CodeLlama-7B-PT. The dataset comes from CodeLlama-2-20k, we used Google Translate to translate it into Chinese.

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.

The Chinese prompt template used is as follows:

PROMPT_TEMPLATE = (
  "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"
  "### 指令:\n{instruction}\n### 输入:\n{input}\n### 回答:\n"
)

If you are interested in our work, please follow our progress in the future.