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vllm-doctor — a CLI tool to diagnose and monitor vLLM inference servers

Via r/LocalLlama
Monday, Jun 8, 2026 · 9:10AM
Summary

vllm-doctor reads metrics from a vLLM server's /metrics endpoint or a Prometheus instance and runs rule-based checks to find what is wrong. It detects queue pressure, high TTFT/TPOT, KV cache pressure, and other rules across pods. Each finding comes with the metrics that triggered it, a confidence l

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