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Add support for Mixtral 8x7B #1747

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Description

Feature request

Add support for Mixtral 8x7B: https://mistral.ai/news/mixtral-of-experts/

Motivation

Mixtral 8x7B is a high-quality sparse mixture of experts model (SMoE) with open weights. Licensed under Apache 2.0. Mixtral outperforms Llama 2 70B on most benchmarks with 6x faster inference. It is the strongest open-weight model with a permissive license and the best model overall regarding cost/performance trade-offs. In particular, it matches or outperforms GPT3.5 on most standard benchmarks.

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