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README.md

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Hi!

Below you can find a outline of how to reproduce my solution for the ''LLM - Detect AI Generated Text'' competition. If you run into any trouble with the setup/code or have any questions please contact me at [email protected]

ARCHIVE CONTENTS

  • train.py : code to train the one-class svm.
  • predict.py : code to generate predictions.
  • LICENSE : license.

HARDWARE:

  • Ubuntu 24GB
  • NVIDIA Tesla P100

SOFTWARE

  • Python 3.10
  • nvidia drivers 535
  • CUDA 12.2
  • python packages are detailed in requirements.txt

CODE

Download the files of competition train_essays.csv and test_essays.csv in this folder.

Run this script for training:

python train.py train_essays.csv

Run this script to generate predictions:

python predict.py test_essays.csv