<aside> <img src="https://pbs.twimg.com/profile_images/1795256389721337856/cWLOcGy4_bigger.jpg" alt="https://pbs.twimg.com/profile_images/1795256389721337856/cWLOcGy4_bigger.jpg" width="40px" /> There's An AI For That @theresanaiforit

🚨 Breaking News 🚨

Mistral AI just released two new AI models:

1. Codestral Mamba for code generation
2. MathΣtral for mathematical reasoning

Both were released under the Apache 2.0 license.

Significant Insights

• Codestral Mamba leverages the Mamba architecture, offering linear time inference and theoretically infinite sequence modeling capabilities.
• MathΣtral, built on Mistral 7B, focuses on STEM subjects with a 32k context window for complex mathematical reasoning.
• Both models represent Mistral AI's commitment to exploring new architectures and supporting specialized use cases in technology and academia.

Key Features

Codestral Mamba

• Advanced code generation capabilities rivaling transformer-based models.
• Efficient processing with quick responses for inputs up to 256k tokens.
• Flexible deployment options including mistral-inference SDK and TensorRT-LLM.

MathΣtral

• State-of-the-art performance in mathematical reasoning, scoring 56.6% on MATH and 63.47% on MMLU benchmarks.
• Scalable performance, achieving up to 74.59% on MATH with increased computation.
• Collaboration with Project Numina to support academic research.

Shared Features

1. Open-source availability under Apache 2.0 license
2. Flexible deployment and fine-tuning options

Why It's Important

These releases signify major advancements in AI-powered code generation and mathematical reasoning, potentially revolutionizing developer productivity and scientific discovery.

The open-source nature of both models encourages further research and development in specialized AI architectures and applications.

Mistral AI's dual release demonstrates its commitment to pushing AI boundaries in both industry and academia, making cutting-edge tools accessible to developers and researchers alike.

These models could accelerate innovation in software development, STEM fields, and AI research, potentially leading to breakthroughs in various scientific and technological domains. ︎ ︎ ︎ ︎

Codestral Mamba https://mistral.ai/news/codestral-mamba/

MathΣtral https://mistral.ai/news/mathstral/

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