Knowledge holes, severe response degradation on benign inputs that share patterns with forgotten content, are shown to exist in unlearned multimodal LLMs and are partially repaired by SPAR on LLaVA-1.5-7B.
Behrens and Louis L
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Exploring and Bridging Knowledge Holes in Unlearned Multimodal Large Language Models
Knowledge holes, severe response degradation on benign inputs that share patterns with forgotten content, are shown to exist in unlearned multimodal LLMs and are partially repaired by SPAR on LLaVA-1.5-7B.