@inproceedings{topollai-choromanska-2026-understanding,
    title = "Understanding Quantization of Optimizer States in {LLM} Pre-training: Dynamics of State Staleness and Effectiveness of State Resets",
    author = "Topollai, Kristi  and
      Choromanska, Anna Ewa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2526/",
    pages = "57448--57470",
    ISBN = "979-8-89176-459-0"
}