MLX — Apple's ML Framework

Why it matters

MLX enables Apple silicon LLM. Understanding shapes Apple ecosystem.

The architecture

Unified GPU + CPU memory.

NumPy-like API.

Compilation + lazy evaluation.

MLX-LM for LLM inference + FT.

How it works end to end

Metal backend.

Lazy computation.

Distributed on Mac cluster.

HF integration.