Discover Mistral: Ministral 3B by Mistralai

Efficient on-device AI with 3B parameters for text processing.

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

Released in October 2024, the Mistral: Ministral 3B by mistralai is a 3 billion parameter model designed for on-device and edge computing. With a context window of 32,768 tokens, it is well-suited for handling text-to-text tasks. This model stands out for its ability to manage knowledge, commonsense reasoning, and function-calling efficiently, even outperforming larger models like the Mistral 7B in many benchmarks. Its capabilities make it ideal for orchestrating agentic workflows and executing specialist tasks with efficient inference. The model supports various parameters including frequency penalty, max tokens, and temperature, providing flexibility in generating structured outputs.

Use Cases

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

Optimize on-device workflows

Enhance text-based applications

Support agentic task orchestration

Improve specialist task execution

Key Features

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

3 billion parameters for optimized performance

Supports up to 32,768 token context

Efficient inference for edge computing

Excels in commonsense reasoning

Supports function-calling capabilities

Specs

Overview

Vendor
mistralai

Model ID
mistralai/ministral-3b

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 3B

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 numerous positive ways. In the workplace, AI can automate repetitive tasks, freeing up human time for more strategic and creative work. It can also provide real-time data analysis, enabling better decision-making and improved efficiency. In leisure, AI can personalize entertainment experiences, from music and movies to travel recommendations, making leisure time more enjoyable and tailored. Creatively, AI can assist in generating new ideas, composing music, or even creating art, pushing the boundaries of human creativity. Additionally, AI can help in preserving cultural heritage by digitizing and analyzing historical artifacts, making them more accessible and understandable. Overall, AI's potential to enhance and augment human capabilities across these domains is vast and promising.

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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