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README.md: Add 3rd Party Inference Speed Dashboard #2244

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README.md: Add 3rd Party Inference Speed Dashboard #2244

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Commits on Sep 22, 2024

  1. README.md: Add 3rd Party Inference Speed Dashboard 

    Hi TensorRT-LLM team,

As an NVIDIA Inception startup, I would like to add a community link resource about an inference speed dashboard.

The inference speed dashboard feature includes:

Comprehensive benchmarks with several optimization techniques like FP16, FP8, INT8-weight-only, and INT4-weight-only.
Comprehensive benchmarks with model architectures like Llama3-8b, Gemma2-27b, RecurrentGemma-9b, and Mamba2-2.7b.
Comprehensive batch sizes, input lengths, and output lengths. Batch sizes range from 1 to 32 (128 for Mamba), and input and output lengths range from 32 to 4096.
Additionally, I plan to publish the source code (website) and benchmark script by the end of this year.
    @matichon-vultureprime
    matichon-vultureprime authored Sep 22, 2024
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