vLLM serves Qwen3.8-Flash FP4 on a Mac at ~40 tok/s for local agents

alfcnz · x · 2026-11-14

alfcnz shares his local agent setup: after running out of Claude and Codex tokens, he now serves nvidia/Qwen3.8-Flash-Next-FP4-Local on his own Mac via vLLM at 40 tokens/sec (screenshot: 0.16s first token, 2.2s prefill for 2k tokens, 42.6 tok/s generation).

The local agent generates learning lessons and a personal assistant on demand, having served 453.6k generated tokens, 61.5M prompt tokens and 592 requests so far — a working demo of self-hosted agent inference on a consumer Mac.

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