The Tuning Trifecta: UNIPELT’s Gated Symphony of BitFit, Adapter, and Prefix-Tuning

This article outlines key PELT methods (BitFit, Adapter, Prefix-Tuning) and motivates UNIPELT, a gated hybrid combining them for robust LM tuning.