Mlx-serve – LLM inference server for Apple Silicon, written in Zig
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Mlx-serve is a high-performance LLM inference server built in Zig, specifically optimized for Apple Silicon hardware. It is designed for developers and researchers who want to run large language models locally on Macs with maximum efficiency and minimal overhead. The project is interesting because it leverages Zig’s low-level control and Apple’s MLX framework to deliver fast, native inference without the bloat of traditional Python-based servers.
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Updated 2026-07-05