BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling

Gianluca Barmina, Annemette Broch Pirchert, Andrea Blasi Núñez +2

As deep learning models scale, managing, inspecting, and modifying large checkpoints has become increasingly challenging. Researchers often need to alter model weights for layer re…