Apple's MLX and mlx-lm: Local LLM Inference on Apple Silicon

goyalshaliniuk · x · 2026-11-02

Part 5 of an inference-engine series introduces MLX and mlx-lm, Apple's machine-learning framework and LLM inference package. Optimized for Apple Silicon's unified memory architecture and offering a NumPy-like Python API, MLX suits running and experimenting with LLMs locally on Mac. The MIT-licensed framework has 29k stars on GitHub.

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