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News/Activation-Informed Pareto-Guided Low-Rank Compression for Efficient LLM/VLM
arxiv
PublishedOctober 8, 2026 at 4:00 AM

Activation-Informed Pareto-Guided Low-Rank Compression for Efficient LLM/VLM

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arXiv:2510.05544v3 Announce Type: replace Abstract: Large language models (LLM) and vision-language models (VLM) have achieved state-of-the-art performance, but they impose significant memory and computing challenges in deployment. We present a novel low-rank compression framework to address this ch

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