Flexible Personalized Split Federated Learning for On-Device Fine-Tuning of Foundation Models

Tianjun Yuan, Jiaxiang Geng, Pengchao Han +2

Fine-tuning foundation models is critical for superior performance on personalized downstream tasks, compared to using pre-trained models. Collaborative learning can leverage local…