[KongchangAI]
Verified75% confidenceFactExact time

Current mainstream multimodal LLMs convert images into token sequences via a visual encoder (typically CLIP or ViT series) and then align them with the text space through a linear projection layer or cross-attention mechanism.

3
Sources
75%
Confidence
Long-term
Relevance
7/16/2026
First Seen

Sources

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