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Creation at: 2024-11-23  |  Last modified at: 2024-12-06  |  2 min read

News

Mistral AI Launches Pixtral Large: A Multi-Modal Model to Challenge GPT-4V

Summary

Mistral AI has unveiled the Pixtral Large model, featuring an impressive 124B parameters. It excels in tasks like mathematical visual understanding and document analysis, outperforming GPT-4V and Gemini 1.5 Pro in several benchmarks. This model represents a significant breakthrough for enterprise-level AI applications.

Mistral AI Launches Pixtral Large: A Multi-Modal Model to Challenge GPT-4V

Key Features

Advanced Model Architecture

  • Built on Mistral Large 2 with a 123B multi-modal decoder.
  • Includes a 1B parameter visual encoder.
  • Supports a 128K context window, capable of processing over 30 high-resolution images simultaneously.

Outstanding Performance

  • Achieved 69.4% in MathVista, surpassing all current models.
  • Outperformed GPT-4V and Gemini 1.5 Pro in ChartQA and DocVQA tests.
  • Showed exceptional results in the MM-MT-Bench, exceeding Claude 3.5 Sonnet.

Multi-Language and Multi-Scenario Support

  • Supports multi-language OCR recognition and reasoning.
  • Accurate chart interpretation.
  • Effective analysis of webpage screenshots.

Business Value

Enterprise Solutions

  • Enhances knowledge exploration and sharing.
  • Improves document semantic understanding.
  • Automates tasks efficiently.
  • Optimizes customer experiences.

Licensing Options

  • Research & Education: Mistral Research License (MRL).
  • Commercial Use: Mistral Commercial License.

Deployment and Usage

Cloud Services

  • API Access: Use pixtral-large-latest.
  • Cloud Platforms: Soon available on Google Cloud and Microsoft Azure.
  • Model Download: Access weights through official channels.

FAQs

Q1: What makes Pixtral Large stand out?
A1: It excels in math visual understanding (MathVista) and document Q&A (DocVQA) while maintaining Mistral Large 2’s excellent text-processing capabilities.

Q2: How can I get a license?
A2: Two options are available: the MRL license for research and education and the Mistral Commercial License for business use.

Q3: What deployment methods are supported?
A3: Options include API access, cloud services, and local deployment via model download.

Future Outlook

The launch of Pixtral Large solidifies Mistral AI’s leadership in the multi-modal AI field and provides robust technical support for enterprise applications. This model marks a new phase in AI for image understanding and document analysis.

Source: mistral.ai news

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