Mistral Unveils Codestral: A New AI Model for Coding
Mistral, the French AI startup valued at $6 billion and backed by Microsoft, has introduced its first generative AI model for coding, called Codestral. This model aims to assist developers in writing and interacting with code, offering various functionalities to enhance the coding process.
Key Features of Codestral:
– Code Generation: Codestral can complete coding functions, write tests, and fill in partial code snippets.
– Language Support: Trained on over 80 programming languages, including Python, Java, C++, and JavaScript.
– Codebase Interaction: Capable of answering questions about a codebase in English.
Licensing and Usage
– Open Model: Mistral describes Codestral as “open,” but its license prohibits commercial use of Codestral and its outputs.
– Development Use: There’s an allowance for development, yet the license bans any internal usage by employees within the context of the company’s business activities.
– Copyright Concerns: Codestral’s training on potentially copyrighted content might be the reason for these restrictions.
Technical Requirements and Performance
– Model Size: At 22 billion parameters, Codestral requires a powerful PC to run effectively.
– Performance: Although it outperforms competitors in some benchmarks, the improvements are incremental and may not justify the heavy computational demands.
Adoption and Challenges
– Developer Usage: According to a June 2023 Stack Overflow poll, 44% of developers currently use AI tools in their development process, with another 26% planning to do so soon.
– Potential Issues: Generative AI tools have been linked to increased instances of erroneous code. Security concerns are also prevalent, as these tools can amplify existing bugs and security vulnerabilities.
Monetization Efforts
– Hosted Version: Mistral has launched a hosted version of Codestral on its Le Chat conversational AI platform and a paid API.
– Integration: Codestral has been integrated into app frameworks and development environments such as LlamaIndex, LangChain, Continue.dev, and Tabnine.
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Mistral releases Codestral, its first generative AI model for code | TechCrunch
