Mistral

When to Use

• Coding: Mistral Large 2 (Codestral) is specifically optimized for code generation.
• Efficiency: Mixtral 8x7B offers GPT-3.5+ performance at a fraction of the inference cost.
• Open Weights: Apache 2.0 licenses (for smaller models).

Core Concepts

MoE (Mixture of Experts)

Codestral

Le Chat

chat.mistral.ai

Best Practices (2025)

• Use

  codestral-mamba

  : For infinite context window coding tasks (linear time complexity).
• Deploy via vLLM: Mistral models run exceptionally well on vLLM.

• Don't ignore small models: Mistral NeMo (12B) is surprisingly capable for RAG.

References

• Mistral AI Documentation