@misc{qiu2025scaling,
  title={Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks},
  author={Shikai Qiu and Lechao Xiao and Andrew Gordon Wilson and Jeffrey Pennington and Atish Agarwala},
  year={2025},
  eprint={2507.02119},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2507.02119}
}