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TopicsNeural Network Weight Noise Large language models AI Capability Evaluation Latent Knowledge in Language Models

Weight-noise injection elicits Mistral Large 120B’s full GSM8K performance under no-goal sandbagging.

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Importantly, we find noise-injection is capable of eliciting the full perfor- mance of Mistral Large 120B in a setting where the model underperforms without being instructed to do so.

Noise Injection Reveals Hidden Capabilities of Sandbagging Language Modelspreprintextraction 0.85

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

Abstract; no-goal sandbagging setting adapted from Meinke et al. on GSM8k

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