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Steps to run

  1. Clone the repository
  2. Run this bash command to download the data: bash NNSERL/get_transfer_data.sh
  3. Install the requirements: pip3 install -r NNSERL/requirements.txt
  4. Move into the directory: cd NNSERL
  5. Clone the transformers repository: https://github.com/huggingface/transformers.git
  6. Replace the modeling_bert.py file: cp ./modeling_bert.py ./transformers/src/transformers/models/bert/modeling_bert.py
  7. Install the transformers package pip3 install -e .
  8. Run the file: python3 nnserl.py

To change any hyperparameters, please make changes to the config dictionary in the nnserl.py

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