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Released on December 11, 2023, by Mistral AI, the “Mixtral 8x7B” is a groundbreaking Sparse Mixture-of-Experts model, renowned for its high quality and open-weight design. Licensed under Apache 2.0, it significantly outperforms established models like Llama 2 70B, boasting six times faster inference and superior cost-efficiency. Mixtral is adept at handling a large context of 32k tokens and supports multiple languages including English, French, Italian, German, and Spanish. Its architecture, a decoder-only sparse mixture-of-experts network, allows it to efficiently manage 46.7 billion parameters, using only 12.9 billion per token. This model excels in various tasks, especially in code generation and instruction following, and shows reduced biases and more positive sentiments compared to its counterparts, marking it as a notable advancement in the field of AI.

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