#45 · Primary category: Inference & Local Deploy

mistral.rs

llm rust uqff

Fast, flexible LLM inference

Project last updated:08/29/26

GitHub Stars

7.6K

Forks

689

Contributors

96

License

MIT

Why we included this project

mistral.rs is a Rust-native inference engine for running LLMs on your own hardware rather than paying per token to a hosted API. A single binary covers in-process inference from Python or Rust, terminal chat, and OpenAI- and Anthropic-compatible HTTP endpoints, so you can prototype in a local session and later serve the same model as a drop-in replacement for a vendor API without changing client code. The engine includes paged attention, prefix caching, quantization to cut memory use, and an agentic runtime with tool hooks and local Python code execution. Teams building local-first apps or testing different serving setups will find it practical, and it is under active development.

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