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Mistral's Mixtral-8x7b-Instruct-v0.1 model compatibility #966

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polarfreez opened this issue Feb 9, 2024 · 1 comment
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Mistral's Mixtral-8x7b-Instruct-v0.1 model compatibility #966

polarfreez opened this issue Feb 9, 2024 · 1 comment

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@polarfreez
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Feature Description

I propose the integration of Mistral's Mixtral-8x7b-Instruct-v0.1, a Mixture of Experts (MoE) model from HuggingFace, into the Vercel AI SDK. This addition would enhance the versatility of the SDK by incorporating a powerful language model capable of advanced instruction-based tasks. The Mixtral model's unique MoE architecture allows it to excel in understanding complex instructions, making it ideal for applications requiring nuanced language comprehension.

Use Case

  • Advanced Instruction Understanding: Mixtral's MoE architecture enables it to effectively analyze and interpret intricate instructions, contributing to a more sophisticated language understanding.
  • Diverse Use Cases: Enabling Mixtral-8x7b-Instruct-v0.1 with MoE in the Vercel AI SDK opens up opportunities for developers to build diverse applications, from content generation to interactive conversational interfaces, with enhanced contextual awareness.
  • Enhanced User Experience: The model's MoE capabilities contribute to creating more natural and context-aware interactions, significantly improving the overall user experience of applications developed using the Vercel AI SDK.

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@MaxLeiter
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MaxLeiter commented Feb 9, 2024

You can already use mixtral 8x7b models with any LLM provider that is OpenAI compatible (or compatible with / hosted by any of our other providers). For example, fireworks.ai is serves an OpenAI compatible API so you can use the OpenAIStream like here: https://sdk.vercel.ai/docs/guides/providers/fireworks

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