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Image Credit: Arxiv

Deploying Open-Source Large Language Models: A performance Analysis

  • Large language models (LLMs) like ChatGPT have gained success since November 2022.
  • Many open-source models are available, but deploying them comes with unknown requirements.
  • Tests conducted at the Centre Inria de l'Université de Bordeaux compare Mistral and LLaMa models' performance.
  • vLLM, a Python library optimized for LLM inference, was used in the study.
  • Results from the tests help evaluate LLM performance based on available GPUs.
  • The study aims to assist private and public groups in deploying LLMs by providing valuable information.

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