DipSVD combines channel-weighted whitening with layer-wise compression ratios and reports better perplexity and accuracy than existing SVD-based LLM compression methods.
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DipSVD: Dual-importance Protected SVD for Efficient LLM Compression
DipSVD combines channel-weighted whitening with layer-wise compression ratios and reports better perplexity and accuracy than existing SVD-based LLM compression methods.