Explore the Mistral: Ministral 8B Model

Efficient text model with 128k context for reasoning tasks.

Input: text Output: text Context: 131,072 tokens Release: 2024-10-17

Discover Mistral: Ministral 8B, a cutting-edge text model released by mistralai on October 17, 2024. With a remarkable context window of 131,072 tokens, this model is designed for text-to-text tasks, making it ideal for knowledge and reasoning applications. It features an innovative interleaved sliding-window attention pattern that enhances both speed and memory efficiency, particularly beneficial for edge use cases. Supporting various parameters like frequency penalty and max tokens, Ministral 8B is tailored for low-latency, privacy-focused environments, ensuring robust performance in sub-10B parameter scenarios.

Use Cases

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

Enhance reasoning capabilities in text analysis

Deploy in privacy-first applications for secure processing

Utilize in edge devices for efficient text handling

Improve response times in text-based applications

Key Features

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

8B parameter model with sliding-window attention

Supports up to 131,072 context length

Optimized for low-latency, edge use cases

Text-to-text modality with various parameter support

Ideal for knowledge and reasoning tasks

Specs

Overview

Vendor
mistralai

Model ID
mistralai/ministral-8b

Release
2024-10-17

Modalities & context

Input
text

Output
text

Context
131,072 tokens

Parameters & defaults

Supported parameters: frequency_penalty, max_tokens, presence_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_p

Defaults: temperature 0.3, top_p 0.95

Benchmark tests: Mistral: Ministral 8B

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

AI has the potential to significantly transform work, leisure, and creativity in positive ways. Work will become more efficient and less repetitive, with AI handling mundane tasks, allowing humans to focus on creative and strategic thinking. This could lead to increased job satisfaction and productivity. Leisure time may also be enhanced, as AI can personalize entertainment and experiences, making them more engaging and enjoyable. In terms of creativity, AI can serve as a powerful tool, generating new ideas, providing inspiration, and even collaborating with humans to create art, music, and literature. However, it's crucial to ensure that AI is used ethically and responsibly, to maximize its benefits and mitigate potential risks.

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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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