Ovis2.5 Technical Report. - Shiyin Lu; Yang Li; Yu Xia; Yuwei Hu; Shanshan Zhao; Yanqing Ma; Zhichao Wei; Yinglun Li; Lunhao Duan; Jianshan Zhao; Yuxuan Han; Haijun Li; et al. (CoRR, 2025)