Running Local LLMs on M4 Mac with 24GB RAM: What Actually Fits

A measured guide to running 7B-32B local language models on a base M4 Mac with 24GB unified memory. Model size math, real tokens/sec numbers, and when Ollama, llama.cpp, or MLX is the right tool.