Single-GPU MoE fit must bind quantization to runtime
A single-GPU MoE recommendation must bind the exact quantized checkpoint to its serving runtime. Total parameters determine weight residency; active parameters only approximate part of token compute. A memory fit is not proof of quality, efficient kernels, or concurrent serving c…