Inserting a pixel-shuffle plus residual patch-merge layer inside the vision encoder compresses visual tokens more efficiently than post-encoder compression, at modest accuracy cost.
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LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models
Inserting a pixel-shuffle plus residual patch-merge layer inside the vision encoder compresses visual tokens more efficiently than post-encoder compression, at modest accuracy cost.