FINAL-Bench / VKORE-325M-NPU-Base

The common wisdom was absolute: an inference only NPU cannot train. Not even LoRA fine tuning, let alone pretraining from scratch. First we proved it wrong at 46M. Now we did it at 325M, seven times larger, on 5 billion tokens of real web text, and matched a B200 GPU.