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Low-rank subspace recovery

Operate in the low-rank subspace of the safety alignment delta.

Method Mechanism
LOX Low-rank extrapolation via SVD
LSSF Low-rank safety subspace fusion
Safety vector restore Truncated SVD of safety vector