NesyCD

🛠 Requirements

Install LLaMA-Factory following LLaMA-Factory.

cd NesyCD
pip install -e ".[torch,metrics]"

Install pyserini following pyserini.

💡 Data

• Download the datasets from official websites.

• From Google drive: (we unified the formats of the above datasets). Link

🤝 Referencing and Citing

If you find our work useful in your research and would like to cite our project, please use the following citation: found this work useful, please consider giving this repository a star and citing our paper as follows:

@article{liao2024neural,
  title={Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks},
  author={Liao, Huanxuan and He, Shizhu and Xu, Yao and Zhang, Yuanzhe and Liu, Kang and Zhao, Jun},
  journal={arXiv preprint arXiv:2409.13203},
  year={2024}
}