SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training

Item #:

079017-0279

Details

DOI: https://doi.org/10.52202/079017-0279
Author(s): Hao Feng, Jinda Jia, Haibin Lin, Xin Liu, Hanlin Lu, Baixi Sun, Dingwen Tao, Daoce Wang, Cong Xie, Chengming Zhang, Zhi Zhang
Pages: 8734-8759 (26 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/10.52202/079017-0279
Author(s): Hao Feng, Jinda Jia, Haibin Lin, Xin Liu, Hanlin Lu, Baixi Sun, Dingwen Tao, Daoce Wang, Cong Xie, Chengming Zhang, Zhi Zhang
Pages: 8734-8759 (26 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)