This implementation is for the publication of Quantizing Large-Language Models for Predicting Flaky Tests in ICST 2024. For the full paper, please visit https://ieeexplore.ieee.org/document/10638609

cd src

bash flaky_test_categorization.sh IDoFT_2Cat "train"

bash flaky_test_categorization.sh IDoFT_2Cat "traditional_ml" "KNN"

bash flaky_test_categorization.sh IDoFT_6Cat "train"  

bash flaky_test_categorization.sh IDoFT_6Cat "traditional_ml" "KNN"

bash per_project_prediction.sh IDoFT "train"

bash per_project_prediction.sh IDoFT "test" "BERT"

All models are available in the following link https://utexas.box.com/s/gdnwo6i18uhfro4xbfnmbohr58nlx0ho