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Pixtral 12B

The first multimodal Mistral model to support mixed task processing of images and text.

#machine learning
#image processing
#multimodal
#AI model
#text processing
Pixtral 12B

Product Details

Pixtral 12B is a multi-modal AI model developed by the Mistral AI team that understands natural images and documents and has excellent multi-modal task processing capabilities while maintaining state-of-the-art performance on text benchmarks. The model supports multiple image sizes and aspect ratios and is capable of processing any number of images in long context windows. It is an upgraded version of Mistral Nemo 12B and is designed for multi-modal inference without sacrificing critical text processing capabilities.

Main Features

1
Native multimodal, trained by interleaving image and text data.
2
Excellent performance on multimodal tasks, especially instruction following.
3
Maintain state-of-the-art performance on text benchmarks.
4
Supports variable image sizes and aspect ratios.
5
Ability to handle multiple images in long context windows.
6
New visual encoder with support for native variable image sizes.
7
Multimodal Transformer decoder capable of processing any number of images.

How to Use

1
Try Pixtral 12B via Mistral AI’s platform or Le Chat interface.
2
Select Pixtral 12B in the model list and upload the images to be processed.
3
Ask questions or commands about the image and Pixtral 12B will respond based on the image content.
4
Integrate Pixtral 12B into a variety of applications and workflows using API calls.
5
Use the mistral-inference tool to run the model locally, download the model file and load it.
6
Build requests, including image URLs and text hints, are sent to the model for processing.
7
Obtain the output of the model and further process or display it as needed.

Target Users

Pixtral 12B is suitable for users who need to perform complex image and text processing, such as data analysts, researchers and developers. Its multi-modal capabilities make it ideal for processing charts, documents and images, while maintaining high performance for text processing, suitable for scenarios that require complex interactions between text and images.

Examples

Use Pixtral 12B to analyze charts and graphs to understand data trends.

Answer complex questions about the document's content by uploading it.

Combine information from multiple images to generate detailed reports or summaries.

Quick Access

Visit Website →

Categories

💼 productive forces
› AI model
› AI image generation

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