Learn how to benchmark LLM inference using NVIDIA GenAI-Perf and vLLM on GPU infrastructure. This guide helps developers and platform teams understand LLM benchmarking vs performance testing, tune inference parameters, analyze token throughput and latency, and build an observable, production-ready inference stack on NVIDIA GPUs. Ideal for teams learning or operating LLM inference platforms.

In collaboration with Intel, our team here at Denvr has been hard at work deploying dozens of Gaudi 2 nodes for our clients.