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## 1. Introduction
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Janus-Pro is a
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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.
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Janus-Pro surpasses previous unified model and matches or exceeds the performance of task-specific models.
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The simplicity, high flexibility, and effectiveness of Janus-Pro make it a strong candidate for next-generation unified multimodal models.
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## 1. Introduction
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Janus-Pro is a naval autoregressive framework that unifies multimodal understanding and generation.
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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.
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Janus-Pro surpasses previous unified model and matches or exceeds the performance of task-specific models.
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The simplicity, high flexibility, and effectiveness of Janus-Pro make it a strong candidate for next-generation unified multimodal models.
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