Discover the Mistral: Mixtral 8x7B Instruct Model

A versatile model for chat and instruction with 47 billion parameters.

Input: text Output: text Context: 32,768 tokens Release: 2023-12-10

The Mistral: Mixtral 8x7B Instruct model, released by Mistral AI in December 2023, is a generative Sparse Mixture of Experts designed for chat and instruction applications. This model utilizes a unique architecture comprising 8 experts, resulting in a total of 47 billion parameters. With a context length of 32,768 tokens, it efficiently processes and generates text, making it suitable for various text-to-text tasks. Users can input text and receive coherent, contextually relevant text outputs. The model supports several parameters, allowing customization of outputs to meet specific needs.

Use Cases

Here are a few ways teams apply Mistral: Mixtral 8x7B Instruct in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Generate coherent chat responses

Create instructional text content

Customize text outputs with parameters

Enhance interactive text applications

Key Features

A quick look at the capabilities that make this model useful in real projects.

47 billion parameters with 8 experts

32,768 token context length

Text-to-text input and output

Fine-tuned for instruction tasks

Customizable output parameters

Specs

Overview

Vendor
mistralai

Model ID
mistralai/mixtral-8x7b-instruct

Release
2023-12-10

Modalities & context

Input
text

Output
text

Context
32,768 tokens

Parameters & defaults

Supported parameters: frequency_penalty, logit_bias, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_p

Defaults: temperature 0.3, top_p 0.95

Benchmark tests: Mistral: Mixtral 8x7B Instruct

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

Artificial Intelligence (AI) has the potential to significantly upend the way we approach work, leisure, and creativity in many positive ways. At work, AI can automate repetitive and mundane tasks, freeing up time for employees to focus on more complex and creative projects. This can lead to increased productivity, job satisfaction, and innovation. AI can also help businesses make data-driven decisions, identify trends and patterns, and predict future outcomes, leading to improved efficiency and competitiveness. In terms of leisure, AI can help us save time and reduce stress by automating tasks such as scheduling appointments, managing finances, and even doing household chores. AI-powered personal assistants and smart home devices can make our lives easier and more convenient, giving us more time to relax and pursue our hobbies. Furthermore, AI can also enhance creativity by providing new tools and platforms for artists, writers, and musicians to create and express themselves. AI can generate music, visual art, and even written content, providing new avenues for creativity and collaboration. AI can also help us discover new artists and content that align with our tastes, expanding our cultural horizons. However, it's important to note that the positive impact of AI on work, leisure, and creativity will depend on how it is developed and deployed. It's crucial that AI is designed with ethical considerations in mind, such as privacy, bias, and job displacement, to ensure that its benefits are accessible and equitable to all.

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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