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TopicsAI Sandbagging Neural Network Weight Noise Large language models

Weight-noise injection should be included among LLM sandbagging defenses when high-performance examples are unavailable.

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We recommend that this technique be added to the repertoire of defences for detecting sandbagging within LLMs when clear examples of high performance are unavailable for supervised fine-tuning or the generation of examples of the desired behavior from the target models are desired.

Noise Injection Reveals Hidden Capabilities of Sandbagging Language Modelspreprintextraction 0.75

Tice, Cameron et al. · arXiv.org · Dec 2, 2024 · original

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