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InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model

Research paper by Xiaoyi Dong and collaborators. Published 2024-01-29. Topics: vision-language model, free-form text-image composition, comprehension, Partial LoRA (PLoRA), image tokens.

Resource information

Authors
Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Xilin Wei, Songyang Zhang, Haodong Duan, Maosong Cao, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Xinyue Zhang, Wei Li, Jingwen Li, Kai Chen, Conghui He, Xingcheng Zhang, Yu Qiao, Dahua Lin, Jiaqi Wang
Research topics
vision-language model, free-form text-image composition, comprehension, Partial LoRA (PLoRA), image tokens, pre-trained language knowledge, multimodal content, vision-language understanding, GPT-4V, Gemini Pro, multimodal understanding
Publication date
2024-01-29
Publication
arXiv
Last record update
Nov 3, 2026