Mistral AI Mistral-medium

What is Mistral AI Mistral-medium?

Who created Mistral AI Mistral-medium?

Mistral AI was created by the Mistral AI team, as mentioned in the provided document. The company focuses on providing strong open generative models to developers, offering efficient deployment and customization options for production purposes. They have introduced various endpoints such as Mistral-tiny, Mistral-small, and Mistral-medium, each catering to different performance and price trade-offs. Mistral-medium, the highest-quality endpoint, utilizes a prototype model and is among the top serviced models available based on standard benchmarks.

Who is Mistral AI Mistral-medium for?

• Software developers
• Content writers
• Translators
• Data Analysts
• Digital marketers
• Customer service representatives
• Educators
• Researchers
• Journalists
• Social media managers

How to use Mistral AI Mistral-medium?

To use Mistral AI Mistral-medium, follow these steps:

1. Access Platform Services: Visit the Mistral AI platform services website to gain beta access to the services offered.

2. Select Chat Endpoints: The platform offers three chat endpoints for generating text based on textual instructions and an embedding endpoint. Choose the generative endpoint, mistral-medium, which features a high-quality prototype model with top performance standards.

3. Language Support: Mistral-medium supports English, French, Italian, German, Spanish, and code.

4. Model Performance: Mistral-medium achieves a score of 8.6 on MT-Bench, indicating its high performance levels.

5. Instruction Fine-Tuning: The model is fine-tuned with effective alignment techniques like efficient fine-tuning and direct preference optimization, ensuring ease of control and usability.

6. Data Pre-Training: Models are pre-trained on data collected from the open web and fine-tuned with annotations.

7. API Specifications: Mistral AI provides API specifications following popular chat interface standards. Python and Javascript client libraries are available for querying endpoints, allowing users to set different levels of moderation for model outputs.

8. Accessing the API: Register on the Mistral AI platform to start using the API. The platform is gradually increasing its capacity, and the business team can assist in fast-tracking access for specific requirements.

9. Feedback and Stabilization: Expect some rough edges during the platform stabilization phase as Mistral AI works towards full self-served availability.

By following these steps, you can effectively utilize Mistral AI Mistral-medium for your text generation needs.