Overview
MLC LLM is a compiler-driven deployment engine for large language models. It compiles and runs models efficiently on a wide range of platforms, including servers, browsers, and mobile devices.
Key features
- Cross-platform backends (CUDA, Vulkan, Metal, WebGPU) and mobile support.
- Compiler optimizations that produce efficient model execution code and runtime scheduling.
- OpenAI-compatible APIs and SDKs for Python, JavaScript, and mobile platforms.
Use cases
- Deploying LLM services across heterogeneous hardware to improve throughput and latency.
- Running LLMs in-browser or on mobile devices for low-latency edge applications.
Technical notes
- MLCEngine unifies compilation and runtime, offering extensible backends and deployment tooling; follow the documentation at https://llm.mlc.ai/docs/ for build and integration steps.