FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices

Zhidong Gao, Yu Zhang, Zhenxiao Zhang +2

Despite demonstrating superior performance across a variety of linguistic tasks, pre-trained large language models (LMs) often require fine-tuning on specific datasets to effective…