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...

Полное описание

Библиографические подробности
Главные авторы: Petrov, A, Torr, PHS, Bibi, A
Формат: Conference item
Язык:English
Опубликовано: PMLR 2024