Predict Before You Deploy: Offline Prediction of Quantization-Induced Task Degradation for World Action Models

Jiuyi Xu, Jinjia Guo, Meida Chen +2

World action models (WAMs) rely on video-generation backbones, requiring substantial memory and compute for deployment. Post-training quantization reduces memory and can accelerate…