LLM Inference Benchmarking: Performance Tuning with TensorRT-LLM – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-21T16:00:00Z http://www.open-lab.net/blog/feed/ Francesco Di Natale <![CDATA[LLM Inference Benchmarking: Performance Tuning with TensorRT-LLM]]> http://www.open-lab.net/blog/?p=102816 2025-07-10T18:29:54Z 2025-07-07T17:00:00Z This is the third post in the large language model latency-throughput benchmarking series, which aims to instruct developers on how to benchmark LLM inference...]]> This is the third post in the large language model latency-throughput benchmarking series, which aims to instruct developers on how to benchmark LLM inference...

This is the third post in the large language model latency-throughput benchmarking series, which aims to instruct developers on how to benchmark LLM inference with TensorRT-LLM. See LLM Inference Benchmarking: Fundamental Concepts for background knowledge on common metrics for benchmarking and parameters. And read LLM Inference Benchmarking Guide: NVIDIA GenAI-Perf and NIM for tips on using GenAI��

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