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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-llm

Language

Python

What 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