NVIDIA Blog Explains Benchmarking LLM Inference at Scale with AIPerf
NVIDIA published a developer blog post on benchmarking LLM inference at scale using AIPerf. The post notes that common approaches such as curl commands, hand-rolled asyncio scripts, or one-off load generators suffer from single-process performance limits, Python's GIL capping concurrency, and numbers measured against an unclear baseline.
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