Introduction: From NLP Breakthrough to Visual RevolutionIn our previous exploration, we thoroughly examined the original Transformer architecture and its overall propagation logic. The results speak for themselves: Transformer brought paradigm-shifting breakthroughs to the NLP field by achieving global sequence modeling capabilities through self-attention mechanisms.However, the original Transformer remained fundamentally a model designed for sequence data. This limitation naturally sparked an important line of thinking within the research c...