Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks

Tianqu Kang, Zixin Wang, Hengtao He +3

Fine-tuning large pre-trained foundation models (FMs) on distributed edge devices presents considerable computational and privacy challenges. Federated fine-tuning (FedFT) mitigate…