OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
Rui Ye, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen · 2024
Trained on massive publicly available data, large language models (LLMs) have demonstrated tremendous success across various fields.While more data contributes to better performance, a disconcerting reality is that high-quality public data will be exhausted in a few * Siheng Chen is the corresponding author.