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A Benchmark Framework for Large Language Models in Network Configuration Tasks

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NETLLMBENCH

This repository contains the source code for the NETLLMBENCH framework.

Repository Structure

  • docker: folder containing the docker-compose file for required Docker environment
  • statistics: folder where the statistics will be collected by the framework
  • config.py: the configuration file for the model names and the server where the model is hosted
  • prompts.py: prompts for the used tasks in evaluation

Quickstart

Requirements

In order to reproduce our measurement results, a working Docker version 27.0.3 and Docker Compose version v2.28.1 is required.

Running the framework

Run main.py for evaluation.

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A Benchmark Framework for Large Language Models in Network Configuration Tasks

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