Mathematical optimization is a technique for mathematically deriving an answer that maximizes or minimizes a desired goal (objective function) by adjusting controllable variables while satisfying ...

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AlphaQ is a novel calibration-free bit-allocation method for Mixture-of-Experts (MoE) model quantization. Unlike traditional data-driven methods that rely on calibration data to estimate expert ...

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Laboratory of Physical Chemistry, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands Institute for Complex Molecular ...