Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time

Item #:

075280-2279

Details

DOI: https://doi.org/10.52202/075280-2279
Author(s): Aditya Desai, Anastasios Kyrillidis, Fangshuo Liao, Zichang Liu, Anshumali Shrivastava, Weitao Wang, Victor Xie, Zhaozhuo Xu
Pages: 52342-52364 (23 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-2279
Author(s): Aditya Desai, Anastasios Kyrillidis, Fangshuo Liao, Zichang Liu, Anshumali Shrivastava, Weitao Wang, Victor Xie, Zhaozhuo Xu
Pages: 52342-52364 (23 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)