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Serve a local model as an API endpoint

Turn a model running on your machine into a clean HTTP endpoint your apps can call — usually an OpenAI-compatible one, so your existing client just needs a new base URL. Plus the concurrency and memory traps, spelled out.

Stack Desk · Aug 11, 2026 · 3 min read