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Pixtral Large
Overview :
Pixtral Large is a cutting-edge multimodal AI model introduced by Mistral AI, built upon Mistral Large 2. It features advanced image understanding capabilities, enabling comprehension of documents, charts, and natural images while retaining Mistral Large 2's leadership in text understanding. The model has demonstrated exceptional performance in multimodal benchmarks, surpassing other models in tests such as MathVista, ChartQA, and DocVQA. It has also shown competitiveness in the MM-MT-Bench tests, outperforming various models, including Claude-3.5 Sonnet. The model is available under the Mistral Research License (MRL) for research and educational purposes and the Mistral Commercial License for commercial use.
Target Users :
The target audience includes researchers, developers, and enterprise users. Researchers can leverage Pixtral Large for multimodal AI studies, developers can integrate it into their applications, and enterprise users can utilize it to enhance the automation and intelligence of their business processes.
Use Cases
- In the finance sector, Pixtral Large can be used to interpret complex financial charts and documents.
- In the education sector, Pixtral Large can assist students in understanding mathematical problems and charts.
- In customer service, Pixtral Large can enhance chatbot comprehension, providing more accurate customer support.
Features
- Multimodal performance: Capable of understanding documents, charts, and natural images.
- Leading text understanding: Maintains the text understanding capabilities of Mistral Large 2.
- Model size: 123B multimodal decoder with a 1B parameter visual encoder.
- Context window: Supports a 128K context window, suitable for high-resolution images.
- Multilingual OCR and inference: Capable of processing multilingual inputs and performing reasoning.
- Chart understanding: Able to analyze charts and provide accurate interpretations.
- Enterprise-grade applications: Suitable for knowledge exploration, document understanding, task automation, and enhanced customer experience in enterprises.
- Cloud service support: Set to launch on cloud service providers like Google Cloud and Microsoft Azure.
How to Use
1. Visit the official website or API platform of Mistral AI.
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2. Register and obtain the Mistral Research License (MRL) or Mistral Commercial License.
3. Integrate the Pixtral Large model into your application or research project using the provided documentation and API guides.
4. Use the model for multimodal analysis of images and text to acquire results.
5. Adjust model parameters based on business needs to optimize performance.
6. Deploy the model in an enterprise environment to achieve automated and intelligent business processes.
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