Communication-Pipelined Split Federated Learning for Foundation Model Fine-Tuning in UAV Networks

Zizhen Zhou, Ying-Chang Liang, Yanyu Cheng +1

Deploying foundation models (FMs) on uncrewed aerial vehicles (UAVs) promises broad ``low-altitude economy'' applications. Split federated learning (SFL)-based fine-tuning leverage…