99% of Requests Failed and My Dashboard Showed Green
Dev.to AI
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Generative AI
AI Hardware
In this blog post, we will see how to use NVIDIA AIPerf to expose a hidden performance problem that most LLM deployments never catch until real users start complaining. I ran three simple tests against a local model. The results tell a story that every performance engineer should see. The Setup For this experiment, I used: Model: granite4:350m running locally via Ollama Endpoint: Tool: NVIDIA AIPerf (the official successor to GenAI-Perf) Head to to install AIPerf.