ADL_HomeWork III

• Welcome to ADL Homework 3 (The last homework, ya-yeah!!)

Reproduce

./download.sh
./run.sh yourModelPath yourAdapterPath yourInputFilePath yourOutputFilePath

Training

python hw3.py --model_name_or_path yourModel --peft_path yourAdapterPath --train_file yourTrainingInput --valid_file yourValidation input --epochs num_epochs --output_file yourOutputFilePath

Notice that it won't save your adapter. To solve it, please uncomment line 217 and changed it into your saving path.

Prediction

python hw3.py --model_name_or_path yourModel --peft_path yourAdapterPath --train_file yourTrainingInput --valid_file yourValidation input --output_file yourOutputFilePath --epochs 0

Zero Shot

python hw3_zero_shot.py --peft_path yourAdapterPath --train_file yourTrainingInput --valid_file yourValidation input --output_file yourOutputFilePath --epochs 0

Three Shots

python hw3_few_shot.py --peft_path yourAdapterPath --train_file yourTrainingInput --valid_file yourValidation input --output_file yourOutputFilePath --epochs 0

Have Fun ^-^