A 12 GB card ran Qwen3.8-27B at 5.7 tok/s with 28 layers on the CPU The engine fit the model to the card on its own, left 28 of 66 layers in RAM and returned the answer with nothing said. The same file on a 32 GB card ran at 81.5 tok/s.