Layer-level recovery¶
Apply safety corrections at per-layer granularity.
| Method | Mechanism |
|---|---|
| SafeMerge | Per-layer cosine gating |
| Safe LoRA | Project unsafe LoRA onto safe subspace |
| RESTA | Add safety vector with optional DARE sparsification |
| Safe Delta | OBS-style entry-wise weight edit |
| QReSafe | Quantization-aware safety patching |
| AAQ | Alignment-aware quantization |
| RepNoise recover | Post-hoc RepNoise injection |