@article{criticalbatchsizerevisitedasimple,
  title = {Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training},
  author = {William Merrill and Shane Arora and Dirk Groeneveld and Hannaneh Hajishirzi},
  year = {2025},
  eprint = {2505.23971},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.23971v1},
}