@article{gsqhighlyaccuratelowprecisionscalarquant,
  title = {GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling},
  author = {Alireza Dadgarnia and Soroush Tabesh and Mahdi Nikdan and Michael Helcig and Eldar Kurtic and Maximilian Kleinegger and Dan Alistarh},
  year = {2026},
  eprint = {2604.18556},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.18556},
}