Explore Mistral: Ministral 3 8B 2512

This model excels in processing text and images to deliver insightful responses.

Input: text · image Output: text Context: 262,144 tokens Release: 2025-12-02

Introducing the Mistral: Ministral 3 8B 2512, a balanced AI model developed by Mistralai and released on December 2, 2025. This efficient tiny language model supports a context length of 262,144 tokens and can process both text and image inputs, generating text outputs. With capabilities that include frequency penalties and structured outputs, it is designed to handle a variety of tasks effectively. Whether you're looking to enhance your applications with language understanding or image processing, the Ministral 3 8B provides a versatile solution for your needs.

Use Cases

Here are a few ways teams apply Mistral: Ministral 3 8B 2512 in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Enhance applications with language understanding

Process images alongside text data

Generate structured outputs for better insights

Adapt responses based on user-defined parameters

Key Features

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

Supports text and image inputs

Generates text outputs

Efficient with a context length of 262,144

Offers multiple adjustable parameters

Part of the Ministral 3 family

Specs

Overview

Vendor
mistralai

Model ID
mistralai/ministral-8b-2512

Release
2025-12-02

Modalities & context

Input
text · image

Output
text

Context
262,144 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 3 8B 2512

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’s Transformative Impact on Work, Leisure, and Creativity** Artificial Intelligence is poised to revolutionize work, leisure, and creativity by augmenting human potential and unlocking new possibilities. In the workplace, AI will streamline repetitive tasks—from data entry to customer service—freeing professionals to focus on innovation and strategic thinking. Automation will reduce burnout, while AI-driven tools like predictive analytics and personalized learning will enhance productivity and career growth. Remote collaboration tools, powered by AI, will blur geographical boundaries, enabling global teams to work seamlessly. In leisure, AI will redefine entertainment by creating hyper-personalized experiences. From AI-generated music and films tailored to individual tastes to interactive gaming with dynamic storytelling, leisure will become more immersive and engaging. Virtual assistants and AI companions could also provide mental health support, companionship, and even personalized fitness coaching, enriching daily life. For creativity, AI serves as a collaborative partner, inspiring artists, writers, and designers with generative tools. From drafting initial sketches to composing music or brainstorming ideas, AI accelerates the creative process without replacing human ingenuity. By handling mundane tasks, creators can explore bold new directions, fostering a golden age of innovation. Ultimately, AI’s integration will reshape society, making work more fulfilling, leisure more dynamic, and creativity boundless.

Run this prompt on Upend.AI

Image

Prompt:

Generate an SVG of a pelican riding a bicycle.

Run this prompt on Upend.AI

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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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