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 discover new hobbies and interests, connect with like-minded individuals, and enhance our overall quality of life. For example, AI-powered recommendation engines can suggest personalized entertainment options based on our preferences, while AI-driven chatbots can provide companionship and support. When it comes to creativity, AI can be a powerful tool for artists, writers, and musicians. AI algorithms can generate music, visual art, and even written content, providing new avenues for creative expression. AI can also help creators analyze data and identify trends, leading to more informed and strategic decision-making. However, it's important to note that the adoption of AI also comes with challenges and potential downsides, such as job displacement and privacy concerns. It's crucial that we approach the integration of AI in a thoughtful and responsible manner, taking into account the ethical and social implications of this technology. Overall, AI has the potential to revolutionize the way we live and work, providing new opportunities for creativity, productivity, and leisure. By embracing this technology in a responsible and thoughtful way, we can unlock its full potential and create a better future for 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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