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

arXiv:2609.19441v1 Announce Type: cross Abstract: World action models (WAMs) rely on video-generation backbones, requiring substantial memory and compute for deployment. Post-training quantization reduces memory and can accelerate inference, but bit width, gro