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LLMPerf is a library for validating and benchmarking LLMs

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LLMPerf

A Tool for evaulation the performance of LLM APIs.

Installation

git clone https://github.com/ray-project/llmperf.git
cd llmperf
pip install -e .

Install RH certs

cat ~/Documents/2022-IT-Root-CA.pem >> `python -m certifi`

Run tests

bash run_configs.sh https://mistral.endpoint.redhat.com EMPTY

Run analyze-token-benchmark-results.ipynb

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LLMPerf is a library for validating and benchmarking LLMs

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  • Jupyter Notebook 98.7%
  • Python 1.3%