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TensorRT-LLMs/benchmarks
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amitz-nv 109c426077
Enable trtllm-bench to run LoRA and add basic e2e perf testing capability for LoRA in PyT flow (#5130)
2025-06-15 18:54:04 +03:00
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cpp Enable trtllm-bench to run LoRA and add basic e2e perf testing capability for LoRA in PyT flow (#5130) 2025-06-15 18:54:04 +03:00
README.md chore: Remove deprecated Python runtime benchmark (#4171) 2025-05-14 18:41:05 +08:00

README.md

TensorRT-LLM Benchmarks

Overview

There are currently two workflows to benchmark TensorRT-LLM:

  • trtllm-bench
    • trtllm-bench is native to TensorRT-LLM and is a Python benchmarker for reproducing and testing the performance of TensorRT-LLM.
    • NOTE: This benchmarking suite is a current work in progress and is prone to large changes.
  • C++ benchmarks
    • The recommended workflow that uses TensorRT-LLM C++ API and can take advantage of the latest features of TensorRT-LLM.