MLC LLM: Compile & deploy large language models efficiently. Optimize AI model development and deployment with this powerful machine learning compiler.
MLC LLM is a powerful machine learning compiler and deployment engine designed for large language models (LLMs). Its core mission is to democratize AI development by enabling users to natively develop, optimize, and deploy LLMs across diverse platforms. By running models locally, MLC LLM provides native deployment on hardware with sufficient VRAM, supporting a wide range of backend and application environments. It facilitates the deployment of open-source language models downloaded from the internet, while adhering to their respective licenses. Furthermore, MLC LLM enables direct language model inference within web browsers via WebGPU acceleration, eliminating server dependencies and offering browser-based chat experiences like https://chat.webllm.ai/.
