@article{manytaskfederatedfinetuningviaunified, title = {Many-Task Federated Fine-Tuning via Unified Task Vectors}, author = {Vasileios Tsouvalas and Tanir Ozcelebi and Nirvana Meratnia}, year = {2025}, eprint = {2502.06376}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.06376v1}, }