Update README.md

README.md

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 使用[Firefly](https://github.com/yangjianxin1/Firefly)项目微调baichuan-13b-base。训练数据约为一百万多轮对话数据，包括项目分享的moss数据+2万条school math数据。
 
+更多详情见项目：[Firefly](https://github.com/yangjianxin1/Firefly)
+
+技术细节分享：[Firefly增强Baichuan-13B的多轮对话能力](https://mp.weixin.qq.com/s/djO8Tg3emmy6wzw_rTUlcw)
+
 训练loss：
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+[//]: # (<img src="https://huggingface.co/YeungNLP/firefly-baichuan-13b/resolve/main/firefly-baichuan-13b-loss.jpg" width="450">)
 ![firefly_logo](firefly-baichuan-13b-loss.jpg)
 
-更多详情见项目：[Firefly](https://github.com/yangjianxin1/Firefly)
 
-技术细节分享：[Firefly增强Baichuan-13B的多轮对话能力](https://mp.weixin.qq.com/s/djO8Tg3emmy6wzw_rTUlcw)
+C-Eval榜单：
+
+| Model                            | C-Eval | STEM  | Social Science | Humanities | Other |
+|----------------------------------|--------|-------|----------------|------------|-------|
+| Baichuan-13B-Chat(官方)            | 52.05  | 42.23 | 65.27          | 58.61      | 51.32 |
+| **firefly-baichuan-13b**         | 51.36  | 44.24 | 61.65          | 54.63      | 51.68 |
+| chatglm2-6b(官方)                  | 50.45  | 41.91 | 60.73          | 59.24      | 47.82 |
+| **firefly-chatglm2-6b**          | 49.13  | 43.6  | 58.83          | 54.48      | 45.03 |
+| openbuddy-llama2-13b-v11.1-bf16  | 43.36  | 39.79 | 50.28          | 44.78      | 42.13 |
+| chinese-alpaca-2-13b(哈工大)        | 41.86  | 36.52 | 49.7           | 47.97      | 38.33 |
+| openbuddy-llama2-13b-v8.1-fp16   | 41.62  | 38.82 | 44.66          | 40.28      | 45.32 |
+| chinese-alpaca-2-7b(哈工大)         | 41.48  | 35.01 | 50.08          | 43.02      | 43.87 |
+| belle-llama2-13B-chat-0.4M       | 41.11  | 40.04 | 44.71          | 42.09      | 38.82 |
+| ziya-llama-13b                   | 39.1   | -     | -              | -          | -     |
+| llama-2-13b-chat(官方)             | 36.38  | 33.68 | 46.38          | 34.47      | 34.1  |
+| lama-2-7b-chat(官方)               | 35.86  | 32.85 | 40.04          | 37.37      | 36.01 |
+| flagalpha/Llama2-Chinese-7b-Chat | 34.54  | 35.21 | 37.9           | 33.11      | 31.7  |
+| yayi-13b-llama2                  | 34.15  | 36.48 | 30.64          | 32.67      | 34.6  |
+| yayi-7b-llama2                   | 30.18  | 25.88 | 38.23          | 34.56      | 26.31 |
+| linly-llama2-7b                  | 28.35  | 26.06 | 33.47          | 29.71      | 26.53 |
+| linly-llama2-13b                 | 27.86  | 27.67 | 26.95          | 27.93      | 28.95 |
+
 
 单轮对话:
 ```python
@@ -148,4 +175,4 @@ def main():
 
 if __name__ == '__main__':
     main()
-```
+```