@article{whygradientsubspaceidentifyingand, title = {Exploring Gradient Subspaces: Addressing and Overcoming LoRA's Limitations in Federated Fine-Tuning of Large Language Models}, author = {Navyansh Mahla and Kshitij Sharad Jadhav and Ganesh Ramakrishnan}, year = {2024}, eprint = {2410.23111}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.23111v6}, }