可以看做多模态中VQA、Visual Dialog等任务的加强版。这方面的工作比如GPT4、MiniGPT4、LLaVA等。本文介绍最近阿里产出了一篇多模态GPT的模型:mPLUG-Owl,沿用了之前达摩院多模态预训练模型mPLUG的名字。 论文:pdf 代码:github 模型和训练策略 多模态GPT一般都由两部分组成,视觉编码器和语言模型LLM,训练也分两阶段:...
论文标题:mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration mPLUG-OwI2:多模态大型语言模型的协同革命 论文链接: mPLUG-Owl2: Revolutionizing Multi-modal Large …
To promote the development of Vision-Language Pre-training (VLP) and multimodal Large Language Model (LLM) in the Chinese community, we firstly release the largest public Chinese high-quality video-language dataset named Youku-mPLUG, which is collected from Youku, a well-known Chinese video-shari...
mPLUG-Owl3(Arxiv 2024) - mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models News and Updates 2024.08.12🔥🔥🔥 We releasemPLUG-Owl3. The source code and weights are avaliable atHuggingFace. ...
Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Pre-training Dataset and Benchmarks - X-PLUG/Youku-mPLUG
TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document Yuliang Liu, Biao Yang, Qiang Liu, Zhang Li, Zhiyin Ma, Shuo Zhang, Xiang Bai 2024 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ...
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