Google just released the QAT (Quantization-Aware Training) variant of their Gemma 4 models, including 12B, so it was only natural for me to benchmark it on my 12GB GPU since it fits entirely in VRAM. I was pleasantly surprised of the result! By using Google's QAT assistant / draft (gemma-4-12B-it-qa
