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FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA
v1v2 (latest)

FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA

14 March 2025
Jieming Bian
Lei Wang
Letian Zhang
Jie Xu
ArXiv (abs)PDFHTML

Papers citing "FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA"

5 / 5 papers shown
Title
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
Yan Gao
Massimo Roberto Scamarcia
Javier Fernandez-Marques
Mohammad Naseri
Chong Shen Ng
...
Junyan Wang
Zheyuan Liu
Daniel J. Beutel
Lingjuan Lyu
Nicholas D. Lane
ALM
44
1
0
03 Jun 2025
FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA
FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA
Divyansh Jhunjhunwala
Arian Raje
Madan Ravi Ganesh
Chaithanya Kumar Mummadi
Chaoqun Dong
Jiawei Zhou
Wan-Yi Lin
Gauri Joshi
Zhenzhen Li
34
0
0
01 Jun 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning
Jieming Bian
Yuanzhe Peng
Lei Wang
Yin Huang
Jie Xu
FedML
117
1
0
29 Apr 2025
Selective Aggregation for Low-Rank Adaptation in Federated Learning
Selective Aggregation for Low-Rank Adaptation in Federated Learning
Pengxin Guo
Shuang Zeng
Y. Wang
Huijie Fan
Feifei Wang
Liangqiong Qu
FedML
148
22
0
02 Oct 2024
Large Language Models: A Survey
Large Language Models: A Survey
Shervin Minaee
Tomas Mikolov
Narjes Nikzad
M. Asgari-Chenaghlu
R. Socher
Xavier Amatriain
Jianfeng Gao
ALMLM&MAELM
244
420
0
09 Feb 2024
1