Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization

Janghwan Lee, Minsoo Kim, Seungcheol Baek, Seok Joong Hwang, Wonyong Sung, Jungwook Choi. Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 14726-14739, Association for Computational Linguistics, 2023. [doi]

@inproceedings{LeeKBHSC23,
  title = {Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization},
  author = {Janghwan Lee and Minsoo Kim and Seungcheol Baek and Seok Joong Hwang and Wonyong Sung and Jungwook Choi},
  year = {2023},
  url = {https://aclanthology.org/2023.emnlp-main.910},
  researchr = {https://researchr.org/publication/LeeKBHSC23},
  cites = {0},
  citedby = {0},
  pages = {14726-14739},
  booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023},
  editor = {Houda Bouamor and Juan Pino 0001 and Kalika Bali},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-060-8},
}