Native multimodal models can discard most visual tokens with little loss

PACE selects visual tokens by spatial direction and model depth, retaining 25% to 50% while roughly halving reported computation.

Chinese Tech
Lei Tian · Chunzheng Zhu · Kai Wu · Yifan Zhang · Haihua Yang

ByteDance · Hunan University · Institute of Automation, Chinese Academy of Sciences

Research Digest··3 min read
Tian et al.

The authors first probed native models at different Transformer depths.

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