02:34
2026-06-15
glukhov.org
large-language-models
Monitoring LLM Inference with Prometheus and Grafana (vLLM, TGI, Llama.cpp)
A new guide details how to monitor LLM inference in production using Prometheus and Grafana, covering metrics like tokens/sec, queue duration, and KV cache pressure for servers such as vLLM, TGI, and …