Open SourceInference21k
MLC LLM
Universal LLM deployment engine that compiles models to any device.
MLC LLM is an open-source machine-learning compilation engine for deploying LLMs natively across a wide range of hardware, including iOS, Android, browsers (WebGPU), and CPUs/GPUs. Built on Apache TVM, it compiles and optimizes models per-target, and ships MLCEngine with an OpenAI-compatible API for both local and server-side serving. It is a leading project for running LLMs on edge and consumer devices.
Repository
mlc-ai/mlc-llmLanguage
PythonWhat you'd build with it
- Deploying LLMs natively on iOS, Android, or in the browser via WebGPU
- Compiling models for diverse hardware targets with a single universal engine
- Serving an OpenAI-compatible API on edge or consumer devices without a cloud GPU
Tags
servingedgecompilationwebgpu