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Vanderbilt University Nashville
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Shrinking an LLM's residual stream based on activation variance alone discards the wrong directions鈥攚eighting pruned subspaces by downstream output sensitivity dramatically improves compressed model performance without sacrificing closed-form computational efficiency.
