# Unified Understanding and Generation

Janus is a novel autoregressive framework that unifies multimodal understanding and generation. By decoupling visual encoding, it addresses the limitations of previous methods and enhances the flexibility of the framework.

Asymmetric pre-trained Transformer model for Chinese comprehension and generation tasks