DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

We present DeepSeek-VL2, an advanced series of large Mixture-of-Experts (MoE) Vision-Language Models that significantly improves upon its predecessor, DeepSeek-VL, through two key major upgrades. For the vision component, we incorporate a dynamic tiling vision encoding strategy designed for processi...

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Hauptverfasser:	Wu, Zhiyu, Chen, Xiaokang, Pan, Zizheng, Liu, Xingchao, Liu, Wen, Dai, Damai, Gao, Huazuo, Ma, Yiyang, Wu, Chengyue, Wang, Bingxuan, Xie, Zhenda, Wu, Yu, Hu, Kai, Wang, Jiawei, Sun, Yaofeng, Li, Yukun, Piao, Yishi, Guan, Kang, Liu, Aixin, Xie, Xin, You, Yuxiang, Dong, Kai, Yu, Xingkai, Zhang, Haowei, Zhao, Liang, Wang, Yisong, Ruan, Chong
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Computer Vision and Pattern Recognition
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