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 davide.cozzolino@unina.it

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