Update README.md

README.md

@@ -11,9 +11,10 @@ We implemented SFT based on our [Chinese-CodeLlama-7B-PT](https://huggingface.co
 
 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 is shown below:
-
-'''
-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"
-'''
+The Chinese prompt template used is as follows:
+```python
+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"
+)
+```