@article{preferenceorientedsupervisedfinetuning, title = {Preference-Oriented Supervised Fine-Tuning: Favoring Target Model Over Aligned Large Language Models}, author = {Yuchen Fan and Yuzhong Hong and Qiushi Wang and Junwei Bao and Hongfei Jiang and Yang song}, year = {2024}, eprint = {2412.12865}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.12865v1}, }