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Operating System & Hardware

We recommend using machines equipped with at least an 4-cores CPU, an 8GB GPU, 16GB RAM, and ~50GB available disk space with Ubuntu 20.04 or Ubuntu 22.04 to stably reproduce the experimental results in our paper.

Software

  • We develop UNLEASH using Python 3.9 (UNLEASH is compatible with Python 3.9+)
  • We encourage user to create a virtual environment to use UNLEASH (e.g., python3.9 -m venv env).
  • UNLEASH could be installed using pip. (e.g., pip install icse-unleash).
  • UNLEASH requires the following packages: ipython, natsort, nltk, numpy, pandas, regex, scikit_learn, scipy, textdistance, torch, tqdm, transformers, datasets, pytest. All of these packages will be automatically installed when you install UNLEASH.