@article{controlledlowrankadaptationwithsubspace, title = {Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models}, author = {Yuheng Lu and Bingshuo Qian and Caixia Yuan and Huixing Jiang and Xiaojie Wang}, year = {2024}, eprint = {2410.16801}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.16801v1}, }