@article{efficientfederatedfinetuningoflarge, title = {Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout}, author = {Shilong Wang and Jianchun Liu and Hongli Xu and Jiaming Yan and Xianjun Gao}, year = {2025}, eprint = {2503.10217}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.10217v1}, }