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Language Model Activations Inhabit Privileged Error-Correcting Basins

Finlayson, Matthew et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
Language models exhibit remarkable robustness, continuing to produce coherent text even when their activations are perturbed by interventions like linear steering. We hypothesize that this robustness is a result of passive dynamics, i.e., constraining mechanisms in the forward pass that funnel activ
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