Optimize Quantization for Large Language Models via Progressive Training.

Jiangcun Du|Renren Jin|Wuwei Huang|Wei Liu|Jian Luan|Deyi Xiong


Anthology ID:DBLP:conf/www/DuJHL0X25
Volume:Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
Year:2025
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:2474-2483
URL:https://doi.org/10.1145/3701716.3717578
DOI:https://doi.org/10.1145/3701716.3717578
DBLP:conf/www/DuJHL0X25
BibTeX:
@inproceedings{du-2025-optimize, author = {Jiangcun Du and Renren Jin and Wuwei Huang and Wei Liu and Jian Luan and Deyi Xiong}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Optimize Quantization for Large Language Models via Progressive Training}}, booktitle = {{Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025}}, pages = {2474--2483}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3701716.3717578}, doi = {https://doi.org/10.1145/3701716.3717578} }