Cost and speed
Benchmarking LLM Inference at Scale with AIPerf
Our short summary of NVIDIA’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on developer.nvidia.com (opens in a new tab)Problem
Teams couldn’t trust their own speed tests because tools became bottlenecks and were hard to reconfigure.
Solution
Created AIPerf, a load client that fully saturates LLM servers, runs fast, and lets users swap models with a single flag while reporting reliable latency and throughput.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on developer.nvidia.com (opens in a new tab)