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license: mit

We use Stdio input/output format here. For example, for the task to calculate the sum of a list, the input and output are in the following format:

input = "5\n1 2 3 4 5\n"
output = "15"

CodeContests and CodeForces are using this format, however, MBPP and part of LiveCodeBench are using functional input/output format, such like

assert sum_function([1, 2, 3, 4, 5]) == 15

In this project, we have converted the the functional format to the Stdio format to achieve consistency.

Paper | Code

Citation

@article{wang2025cure,
  title={Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning},
  author={Wang, Yinjie and Yang, Ling and Tian, Ye and Shen, Ke and Wang, Mengdi},
  journal={arXiv preprint arXiv:2506.03136},
  year={2025}
}


@article{austin2021program,
  title={Program synthesis with large language models},
  author={Austin, Jacob and Odena, Augustus and Nye, Maxwell and Bosma, Maarten and Michalewski, Henryk and Dohan, David and Jiang, Ellen and Cai, Carrie and Terry, Michael and Le, Quoc and others},
  journal={arXiv preprint arXiv:2108.07732},
  year={2021}
}