The authors design a three-stage pipeline.
A pipeline that generates diverse multimodal instruction data from simple requirements
UniData produces multi-round instructions across nine modalities, outperforming existing pipelines in quality and improving downstream MLLMs.
Chinese Tech
Jiaqi Tang · Yi-Feng Wu · Yuting Zhang · Hao Lu · Bowen Fu · Qing-Guo Chen · +9 more
The Hong Kong University of Science and Technology · Alibaba Group · The Hong Kong University of Science and Technology (Guangzhou) · Northwestern Polytechnical University · Zhejiang University
Research Digest··2 min read
The authors propose UniData, a universal pipeline that transforms simple user requirements into multi-round, multimodal instruction datasets.
Why this paper
From Alibaba Group and 4 others
In one line
UniData transforms simple user requirements into multi-round multimodal instructions.
What we could check
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