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Running large language models locally on Apple Silicon

Local LLMs on Apple Silicon, Part 1: From Compatibility to Your First Local Chat

Cloud APIs put a frontier model behind a single HTTPS call. That convenience is hard to beat, and for most production workloads it remains the right choice. But something has shifted over the last couple of years: the gap between “what a hosted model can do” and “what a model running on your laptop can do” has narrowed enough that local inference is no longer a curiosity. For developers, especially those of us building on Apple Silicon, it has become a serious option. ...

May 21, 2026 · 19 min · Walid Sassi