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long video processing 1multimodal retrieval 1sparse token selection 1vision-language models 1visual retrieval 1

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cs.AI2026

How to Teach Large Multimodal Models New Skills

Zhen Zhu, Yiming Gong, Yao Xiao +2

How can we teach large multimodal models (LMMs) new skills without erasing prior abilities? We study sequential fine-tuning on five target skills while monitoring general ability o…