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vllm-project/vllm-metal

VLLM-METAL: ACCELERATING LLM ON APPLE SILICON

vllm-metal is a community‑maintained plugin that brings Metal‑based acceleration to vLLM on Apple Silicon. It uses MLX to run LLMs on macOS with low latency and high throughput, no CUDA required.

// KEY FEATURES

  • Supports hardware acceleration via Metal on Apple Silicon (M1/M2/M3).
  • Integrates with vLLM as a plugin, replacing the CUDA backend with MLX.
  • Provides low‑latency LLM inference on macOS without external drivers.
  • Supports quantization and dynamic batching to increase throughput.
#apple-silicon#llm#macos#metal#mlx#vllm
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