Read the original: vLLM Blog· Ranran Haoran Zhang, Lik Xun Yuan, Chao Ju Chen, Eric Curtin, Michael Goin· Published · added Pick60/100AI score60/100
vllm-metal brings concurrent vLLM serving to Apple Silicon Macs
Original titleAnnouncing vllm-metal: Concurrent Serving on Apple Silicon
AISummary
vllm-metal ports vLLM's scheduler, paged KV cache, and OpenAI-compatible server to Apple Silicon, with MLX and Metal handling execution. The v0.28.0 release added batched MTP, GGUF and hybrid-model support, and faster prefill on M5, and v0.29.0 is installable through Homebrew.
AIWhy it matters
The post explains how vllm-metal packs requests and pages KV cache on Apple Silicon, with benchmarks showing where concurrent serving gains and tradeoffs appear.
Source: vLLM Blog · vllm.aiPublished · added here