Adaptive Federated LoRA in Heterogeneous Wireless Networks with Independent Sampling

Yanzhao Hou, Jiaxiang Geng, Boyu Li +4

Federated LoRA has emerged as a promising technique for efficiently fine-tuning large language models (LLMs) on distributed devices by reducing the number of trainable parameters.…