Posts tagged with: machine learning compiler

MLC LLM: Universal Deployment Engine for LLMs on Any Platform

MLC LLM is an all‑in‑one, open‑source machine‑learning compiler that lets you run large language models on Linux, Windows, macOS, iOS, Android, and web browsers with native performance. By converting models into highly‑optimised kernels for Vulkan, ROCm, CUDA, Metal, and WebGPU, it eliminates the need for costly cloud hosting. This article walks you through its core architecture, platform coverage, quick installation steps, and real‑world use cases. Whether you’re a researcher or an app‑developer, discover how MLC LLM can speed up your LLM experiments from data center to edge with just a few lines of code.