@article{sftdoesntalwayshurtgeneralcapabilitiesre, title = {SFT Doesn't Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs}, author = {Jiacheng Lin and Zhongruo Wang and Kun Qian and Tian Wang and Arvind Srinivasan and Hansi Zeng and Ruochen Jiao and Xie Zhou and Jiri Gesi and Dakuo Wang and Yufan Guo and Kai Zhong and Weiqi Zhang and Sujay Sanghavi and Changyou Chen and Hyokun Yun and Lihong Li}, year = {2025}, eprint = {2509.20758}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.20758}, }