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Jinjia Guo

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نسخة أولية وصول مفتوح

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

Jiuyi Xu, Jinjia Guo, Meida Chen وآخرون · 2026

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, grouping, and quantizer choice define a large configuration space. Identifying configurations that preserve task …

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