Mixtral 8×7BOpen Weight
Released
Mixtral 8×7B is an AI model released by Mistral on Friday, Dec 8 2023, 72 days after Mistral 7B. It is an open-weight model — the trained weights are available to download and run. It is a 47B parameterThe learned values that shape how a model responds. B means billion and T means trillion. For mixture-of-experts models, the total count is larger than the number active for each token. Parameter count alone does not measure quality. model with a 32k token context windowHow much information the model can work with in one request, measured in tokens — pieces of words or other data. This includes your question, attachments, conversation and reply. Limits can vary by model variant and provider..
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Mixtral 8×7B, released December 8, 2023 — again as an unceremonious magnet link — brought sparse mixture-of-experts architecture to the open ecosystem. With eight expert networks of which two activate per token (~13B active of 47B total), it matched or beat GPT-3.5 and Llama 2 70B while inferring at the speed of a much smaller model, all under Apache 2.0.
It was many developers' first hands-on proof that MoE was the future of efficient scaling, months before it became known that GPT-4 itself used the technique. Mixtral powered a generation of open chat products and was followed by the larger Mixtral 8×22B in April 2024.
Frequently asked questions
Mixtral 8×7B was released by Mistral on Friday, Dec 8 2023.