@inproceedings{malinovskii-etal-2025-higgs, title = "{HIGGS}: Pushing the Limits of Large Language Model Quantization via the Linearity Theorem", author = "Malinovskii, Vladimir and Panferov, Andrei and Ilin, Ivan and Guo, Han and Richt{\'a}rik, Peter and Alistarh, Dan", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.naacl-long.543/", pages = "10857--10886", ISBN = "979-8-89176-189-6" }