safety-at-one-shot-lm-repair

Recover safety alignment in fine-tuned LLMs using only a single safety example, without sacrificing utility. Leverages low-rank structure of safety gradients to enable minimal-cost correction even when models have been compromised by extensive harmful training data.

Independent GitHub snapshot · Automated classification · Original documentation governs