FinerCut: Finer-grained Interpretable Layer Pruning for Large Language
Models

FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models

28 May 2024

Qianli Shen

Kenji Kawaguchi

Papers citing "FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models"

6 / 6 papers shown

Title
SPAP: Structured Pruning via Alternating Optimization and Penalty Methods Hanyu Hu Xiaoming Yuan 48 0 0 06 May 2025
Adaptive Layer-skipping in Pre-trained LLMs Xuan Luo Weizhi Wang Xifeng Yan 149 0 0 31 Mar 2025
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation H. Seo Wongi Jeong Jae-sun Seo Se Young Chun 62 0 0 12 Feb 2025
MoDeGPT: Modular Decomposition for Large Language Model Compression Chi-Heng Lin Shangqian Gao James Seale Smith Abhishek Patel Shikhar Tuli Yilin Shen Hongxia Jin Yen-Chang Hsu 71 7 0 19 Aug 2024
SliceGPT: Compress Large Language Models by Deleting Rows and Columns Saleh Ashkboos Maximilian L. Croci Marcelo Gennari do Nascimento Torsten Hoefler James Hensman VLM 132 145 0 26 Jan 2024
BinaryBERT: Pushing the Limit of BERT Quantization Haoli Bai Wei Zhang Lu Hou Lifeng Shang Jing Jin Xin Jiang Qun Liu Michael Lyu Irwin King MQ 142 221 0 31 Dec 2020