Requirements

python 3.11.7

Dependencies installation

Please follow these steps (required!):

0. Install python3.11.7

   • Install conda
   • Run:

     conda create --name python3.11.7 python=3.11.7
     conda activate python3.11.7

1. Create virtual env

python -m venv venv
source venv/bin/activate

2. Update pip

pip install pip==24.1.1

3. Install rest of packages from requirements.txt

pip install -r requirements.txt

4. Install local version of peft

pip install ./peft

For the further runs use:

conda activate python3.11.7
source venv/bin/activate

Run experiments

To run our experiments, use run_glue_experiments.sh

./run_glue_experiments.sh

To conduct your own experiments, check glue_experiment/scripts/