PiCa: Parameter-Efficient Fine-Tuning with Column Space Projection

Junseo Hwang, Wonguk Cho, Taesup Kim

Fine-tuning large foundation models is essential for building expert models tailored to specialized tasks and domains, but fully updating billions of parameters is computationally…