ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

Item #:

079017-0782

Details

DOI: https://doi.org/10.52202/079017-0782
Author(s): Yichao Fu, Yipin Guo, Souvik Kundu, Yingyan (Celine) Lin, Huihong Shi, Amir Yazdanbakhsh, Haoran You, Xiaofan Zhang, Wei Zhou
Pages: 24822-24848 (27 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/10.52202/079017-0782
Author(s): Yichao Fu, Yipin Guo, Souvik Kundu, Yingyan (Celine) Lin, Huihong Shi, Amir Yazdanbakhsh, Haoran You, Xiaofan Zhang, Wei Zhou
Pages: 24822-24848 (27 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)