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deepseek-community/Janus-Pro-1B

Any To Any·deepseek-community· 117.0K· 16
transformers mit Any To Any 2.1B params arxiv:2501.17811license:mitregion:us

Janus-Pro is a novel autoregressive framework that unifies multimodal understanding and generation. It addresses the limitations of previous approaches by decoupling visual encoding into separate pathways, while still utilizing a single, unified transformer architecture for processing. The decoupling not only alleviates the conflict between the visual encoder’s roles in understanding and generati

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Model details

Task
Any To Any
Provider
deepseek-community
Framework
transformers
Parameters
2.1B
Size
12 GB
License
mit
Downloads
117.0K
Likes
16
Paper
arXiv:2501.17811
Updated
2026-03-18

About deepseek-community/Janus-Pro-1B

Janus-Pro is a novel autoregressive framework that unifies multimodal understanding and generation. It addresses the limitations of previous approaches by decoupling visual encoding into separate pathways, while still utilizing a single, unified transformer architecture for processing. The decoupling not only alleviates the conflict between the visual encoder’s roles in understanding and generation, but also enhances the framework’s flexibility. Janus-Pro surpasses previous unified model and matches or exceeds the performance of task-specific models. The simplicity, high flexibility, and effectiveness of Janus-Pro make it a strong candidate for next-generation unified multimodal models.

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