HoloQ-VLA: Uniform W4A4 Quantization of Vision-Language-Action Models

Xinyu Wang, Mingze Li, Sicheng Lyu +6

Vision-Language-Action (VLA) models unify perception, reasoning, and control in a single policy, but their multi-billion-parameter backbones and diffusion-based action heads make o…