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Less is More: Selective Layer Finetuning with SubTuning
v1v2v3 (latest)

Less is More: Selective Layer Finetuning with SubTuning

13 February 2023
Gal Kaplun
Andrey Gurevich
Tal Swisa
Mazor David
Shai Shalev-Shwartz
Eran Malach
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "Less is More: Selective Layer Finetuning with SubTuning"

5 / 5 papers shown
Title
FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts
FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts
Xinyi Wang
Lirong Gao
Haobo Wang
Yiming Zhang
Junbo Zhao
MoE
183
0
0
31 May 2025
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
Xinyue Zeng
Haohui Wang
Junhong Lin
Jun Wu
Tyler Cody
Dawei Zhou
908
5
0
01 May 2025
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation
Chikai Shang
Mengke Li
Yiqun Zhang
Daming Gao
Jinlin Wu
Fangqing Gu
Yang Lu
Yiu-ming Cheung
VLM
303
0
0
10 Mar 2025
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataComputer Vision and Pattern Recognition (CVPR), 2025
Zengqun Zhao
Ziquan Liu
Yu Cao
Shaogang Gong
Ioannis Patras
185
2
0
07 Mar 2025
Layer-wise Importance Matters: Less Memory for Better Performance in
  Parameter-efficient Fine-tuning of Large Language Models
Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Kai Yao
P. Gao
Lichun Li
Yuan Zhao
Xiaofeng Wang
Wei Wang
Jianke Zhu
131
7
0
15 Oct 2024
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