Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models

Item #:

079017-4487

Details

DOI: https://doi.org/10.52202/079017-4487
Author(s): Xiaowen Chu, Peijie Dong, Yike Guo, Lujun Li, Qifeng Liu, Xiang Liu, Wenhan Luo, Zhenheng Tang, Qiang Wang, Wei Xue
Pages: 141292-141317 (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/10.52202/079017-4487
Author(s): Xiaowen Chu, Peijie Dong, Yike Guo, Lujun Li, Qifeng Liu, Xiang Liu, Wenhan Luo, Zhenheng Tang, Qiang Wang, Wei Xue
Pages: 141292-141317 (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)