الباحثون

Yang Sui

المنشورات 1

نسخة أولية وصول مفتوح

VLAQuantBench: Closed-Loop Evaluation of Post-Training Quantization for Vision-Language-Action Models

Jiuyi Xu, Qing Jin, Meida Chen وآخرون · 2026

Post-training quantization reduces the memory requirements of vision-language-action (VLA) models, but precision selection must account for the interaction between layer scope, numerical format, and calibration. We introduce \textbf{VLAQuantBench}, a controlled evaluation with 409 runs and 94,574 simulation episodes: f …

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