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@@ -24,6 +24,9 @@ Phi-3.5-MoE is a lightweight, state-of-the-art open model built upon datasets us
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  πŸ‘©β€πŸ³ [Phi-3 Cookbook](https://github.com/microsoft/Phi-3CookBook) <br>
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  πŸ–₯️ [Try It](https://aka.ms/try-phi3.5moe) <br>
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  **Phi-3.5**: [[mini-instruct]](https://huggingface.co/microsoft/Phi-3.5-mini-instruct); [[MoE-instruct]](https://huggingface.co/microsoft/Phi-3.5-MoE-instruct) ; [[vision-instruct]](https://huggingface.co/microsoft/Phi-3.5-vision-instruct)
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  ## Intended Uses
 
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  πŸ‘©β€πŸ³ [Phi-3 Cookbook](https://github.com/microsoft/Phi-3CookBook) <br>
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  πŸ–₯️ [Try It](https://aka.ms/try-phi3.5moe) <br>
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+ MoE references:
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+ πŸ“œ[Phi-3.5-MoE Blog](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/announcing-the-availability-of-phi-3-5-moe-in-azure-ai-studio/ba-p/4256278) | 😁[GRIN MoE](https://huggingface.co/microsoft/GRIN-MoE)
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  **Phi-3.5**: [[mini-instruct]](https://huggingface.co/microsoft/Phi-3.5-mini-instruct); [[MoE-instruct]](https://huggingface.co/microsoft/Phi-3.5-MoE-instruct) ; [[vision-instruct]](https://huggingface.co/microsoft/Phi-3.5-vision-instruct)
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  ## Intended Uses