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mlx-serve

ddalcu/mlx-serve

Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Includes MLX Core macOS app with chat, agent mode, and tool calling.

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Native MTP Speculative Decoding On Apple Silicon | 2x - 2.5x decode TPS increase at temp 0.6 | MLX-native, OpenAI API/Anthropic-compatible serving, no external drafter.

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Run Kimi K3, a 2.8T-parameter Mixture-of-Experts LLM, on a single Apple Silicon Mac. Streams MXFP4 experts on demand over HTTP into a local disk cache — fused NEON kernels, Metal/MPS compute, exact reproducible decoding, and an OpenAI-compatible API server for local chat and coding agents.

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