NVIDIA has published a technical blog post introducing AIPerf, a tool for benchmarking large language model inference at scale. The post appears on the NVIDIA Developer blog, where the company details the challenges of measuring inference performance. AIPerf is designed to evaluate LLM inference under conditions that reflect production serving workloads. The blog frames benchmarking as a way to understand how models perform when deployed at scale rather than in isolated tests. NVIDIA positions the work as guidance for developers running inference on its platforms. Source: NVIDIA Developer, https://news.google.com/rss/articles/CBMiigFBVV95cUxQTmZ6SXBWVXB5aDBPUTJMNzRxVjdxTW9zc0FELTdJQkdtMDg4YjRJbFNNdTVmTmVfX1Y2M2I5VjJLY3ZRaTVmeGZHdi1rLWp2a0NpWENqcHQwMnRVRnFCTXNxSXozeWVPUjRsbkI0dlhLWTdhQ2FVTEw2LTEyMjVXQXdvdWxFdTk4Vmc?oc=5
