MBPP-ReasonFlux

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:
```python
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
```python
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](https://arxiv.org/abs/2506.03136) | [Code](https://github.com/Gen-Verse/CURE)

# 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}
}
```

本数据集采用标准输入输出（Stdio）格式。以列表求和任务为例，其输入与输出格式如下：
python
input = "5
1 2 3 4 5
"
output = "15"

代码竞赛平台CodeContests与CodeForces均采用该格式；而MBPP与部分LiveCodeBench则采用函数式输入输出格式，示例如下：
python
assert sum_function([1, 2, 3, 4, 5]) == 15

本项目已将函数式输入输出格式转换为标准输入输出格式，以达成格式统一。

[论文](https://arxiv.org/abs/2506.03136) | [代码](https://github.com/Gen-Verse/CURE)

# 引用

@article{wang2025cure,
title={基于强化学习的大语言模型（LLM）编码者与单元测试器协同进化},
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={基于大语言模型的程序合成},
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}
}