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LLM benchmarking for public health

This repository contains the code and data for LLM prediction, evaluation and benchmarking for public health use cases.

The following files and folders are available:

  • R project: to facilitate the working directory and reproducibility of the code.
  • Data: this folder has data used in this project.
  • Scripts: this folder contains the scripts used.
  • Outputs: this folder contains figures and images relevant in this project.

The LLM prediction tool code is available at https://github.com/digitalepidemiologylab/llm-prediction-tool.

The LLM evaluation and benchmarking Shiny app is accessible via scripts > 0_main.R. In order to launch the Shiny app, users must execute all lines in this script.

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