Tuning Language Models by Proxy

This repository contains code for the paper Tuning Language Models by Proxy (2024). If you have any questions, please feel free to create a Github issue or reach out to the first author at [email protected].

Evaluation

You can download the evaluation data at zip file of our evaluation data. Our evaluation setup is largely borrowed from Tülu 2 (codebase at https://github.com/allenai/open-instruct), with slight modifications. To see examples of how evaluation scripts are run, see scripts/eval.

Citation

@misc{liu-etal-2024-tuning,
  title={Tuning Language Models by Proxy}, 
  author={Alisa Liu and Xiaochuang Han and Yizhong Wang and Yulia Tsvetkov and Yejin Choi and Noah A. Smith},
  year={2024},
  eprint={2401.08565},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2401.08565}
}