Update README.md

README.md

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 - orpo
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-❗️❗️❗️NOTICE: For optimal performance, we refrain from fine-tuning the model's identity. Thus, inquiries such as "Who are you" or "Who developed you" may yield random responses that are not necessarily accurate. 
+> [!CAUTION]
+> For optimal performance, we refrain from fine-tuning the model's identity. Thus, inquiries such as "Who are you" or "Who developed you" may yield random responses that are not necessarily accurate. 
+
+> [!CAUTION]
+> During fine-tuning, we opt for flash-attn-2 instead of the default eager attention used in Gemma2. For more details on this decision, please refer to [this discussion](https://huggingface.co/shenzhi-wang/Gemma-2-27B-Chinese-Chat/discussions/1).
 
-🌟 If you enjoy our model, please give it a star on our Hugging Face repo and kindly [cite our model](https://huggingface.co/shenzhi-wang/Gemma-2-27B-Chinese-Chat#citation). Your support means a lot to us. Thank you!
 
-❗️❗️❗️ NOTICE: During fine-tuning, we opt for flash-attn-2 instead of the default eager attention used in Gemma2. For more details on this decision, please refer to [this discussion](https://huggingface.co/shenzhi-wang/Gemma-2-27B-Chinese-Chat/discussions/1).
+🌟 If you enjoy our model, please give it a star on our Hugging Face repo and kindly [cite our model](https://huggingface.co/shenzhi-wang/Gemma-2-27B-Chinese-Chat#citation). Your support means a lot to us. Thank you!
 
 🌟 We have released [Gemma-2-9B-Chinese-Chat](https://huggingface.co/shenzhi-wang/Gemma-2-9B-Chinese-Chat). If you love our Gemma-2-27B-Chinese-Chat, don't miss out on our [Gemma-2-9B-Chinese-Chat](https://huggingface.co/shenzhi-wang/Gemma-2-9B-Chinese-Chat)!
 
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 Gemma-2-27B-Chinese-Chat is **the first instruction-tuned language model built upon [google/gemma-2-27b-it](https://huggingface.co/google/gemma-2-27b-it) for Chinese & English users** with various abilities such as roleplaying & tool-using.
 
-Developed by: [Shenzhi Wang](https://shenzhi-wang.netlify.app)\*, [Yaowei Zheng](https://github.com/hiyouga)\*, Guoyin Wang (in.ai), Shiji Song, Gao Huang. (\*: Equal Contribution )
+Developers: [Shenzhi Wang](https://shenzhi-wang.netlify.app)\*, [Yaowei Zheng](https://github.com/hiyouga)\*, Guoyin Wang (in.ai), Shiji Song, Gao Huang. (\*: Equal Contribution )
 
 - License: [Gemma License](https://ai.google.dev/gemma/terms)
 - Base Model: [google/gemma-2-27b-it](https://huggingface.co/google/gemma-2-27b-it)