@article{empoweringlightweightmllmswithreasoningv, title = {Empowering Lightweight MLLMs with Reasoning via Long CoT SFT}, author = {Linyu Ou and YuYang Yin}, year = {2025}, eprint = {2509.03321}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.03321}, }