Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models

Item #:

079017-0884

Details

DOI: https://doi.org/10.52202/079017-0884
Author(s): Zhiming Fan, Zhaoxin Huan, Jinjing Huang, Lin Ju, Siyuan Li, Lei Liang, Fanzhuang Meng, Chan Wu, Youshao Xiao, Hanxiao Zhang, Xiaolu Zhang, Jun Zhou, Zhenglei Zhou
Pages: 28191-28218 (28 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0884
Author(s): Zhiming Fan, Zhaoxin Huan, Jinjing Huang, Lin Ju, Siyuan Li, Lei Liang, Fanzhuang Meng, Chan Wu, Youshao Xiao, Hanxiao Zhang, Xiaolu Zhang, Jun Zhou, Zhenglei Zhou
Pages: 28191-28218 (28 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)