AIBullisharXiv – CS AI · 6h ago7/10
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MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning
Researchers introduce MuCRASP, a structured pruning framework designed to compress vision-language models while preserving chain-of-thought reasoning capabilities. The method addresses limitations in existing pruning techniques by identifying reasoning-critical components and accounting for differences between visual and textual modalities, achieving superior performance preservation at 30-50% compression rates.
🏢 Perplexity