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Update README.md

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@@ -37,6 +37,7 @@ Zephyr is a series of language models that are trained to act as helpful assista
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  - **Repository:** https://github.com/huggingface/alignment-handbook
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  - **Demo:** https://huggingface.co/spaces/HuggingFaceH4/zephyr-chat
 
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  ## Performance
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  - **Repository:** https://github.com/huggingface/alignment-handbook
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  - **Demo:** https://huggingface.co/spaces/HuggingFaceH4/zephyr-chat
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+ - **Chatbot Arena:** Evaluate Zephyr 7B against 10+ LLMs in the LMSYS arena: http://arena.lmsys.org
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  ## Performance
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