Discover Mistral Tiny by MistralAI

Efficient text processing for large batch tasks.

Input: text Output: text Context: 32,768 tokens Release: 2024-01-10

Mistral Tiny, released by MistralAI in January 2024, is a versatile text-to-text model designed for efficient large batch processing. With a context window of 32,768 tokens, it can handle extensive text inputs, making it suitable for tasks where cost efficiency is prioritized over complex reasoning. This model is built on the Mistral-7B-v0.2 and features improved fine-tuning inspired by community contributions. It accepts text as input and generates text outputs, supporting various parameters like frequency penalty, max tokens, and temperature adjustments. Mistral Tiny is particularly useful in scenarios where you need to process large volumes of text quickly and economically.

Use Cases

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

Process large volumes of text efficiently

Optimize cost in text processing tasks

Utilize improved fine-tuning for better results

Handle extensive text inputs seamlessly

Key Features

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

Powered by Mistral-7B-v0.2

Context window of 32,768 tokens

Improved fine-tuning for efficiency

Text-to-text processing

Supports diverse parameters

Specs

Overview

Vendor
mistralai

Model ID
mistralai/mistral-tiny

Release
2024-01-10

Modalities & context

Input
text

Output
text

Context
32,768 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 Tiny

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 a positive manner. In the realm of work, AI can automate repetitive tasks, freeing up human workers to focus on more complex and creative tasks. This could lead to increased productivity, efficiency, and job satisfaction. In leisure, AI can provide personalized experiences tailored to individual preferences. For example, AI algorithms can recommend movies, music, or books based on a user's past choices, enhancing their entertainment experience. AI-powered virtual assistants can also help manage daily tasks, allowing people more time for relaxation and hobbies. In creativity, AI can serve as a powerful tool. AI can generate art, music, and writing, opening up new avenues for human creativity. AI can also assist in the creative process by providing suggestions, ideas, and even completing tasks. This collaboration between AI and humans could lead to unprecedented creative outputs. Moreover, AI can help in solving complex problems, driving scientific research, and improving healthcare services, thereby contributing to societal progress. However, it's crucial to ensure AI is used ethically and responsibly to maximize its benefits and minimize potential negative impacts.

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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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