Memory-Efficient Split Federated Learning for LLM Fine-Tuning on Heterogeneous Mobile Devices

Xiaopei Chen, Liang Li, Fei Ji +1

In this paper, we propose an edge-assisted split federated learning framework to facilitate large language model (LLM) fine-tuning on heterogeneous mobile devices while alleviating…