Prompting a pretrained transformer can be a universal approximator

Despite the widespread adoption of prompting, prompt tuning and prefix-tuning of transformer models, our theoretical understanding of these fine-tuning methods remains limited. A key question is whether one can arbitrarily modify the behavior of a pretrained model by prompting or prefix-tuning it. F...

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Bibliografiska uppgifter
Huvudupphovsmän: Petrov, A, Torr, PHS, Bibi, A
Materialtyp: Conference item
Språk:English
Publicerad: PMLR 2024