Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think

Gia-Binh Nguyen, Trong-Bao Ho, Thien-Loc Ha +18

Vision-Language-Action (VLA) models pre-trained on massive video-robot datasets have revolutionized robotic manipulation, yet their multi-billion parameter architectures impose pro…