@article{throughtheriverunderstandingthebenefitof,
  title = {Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training},
  author = {Minhak Song and Beomhan Baek and Kwangjun Ahn and Chulhee Yun},
  year = {2025},
  eprint = {2507.09846},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.09846},
}