Early-stage technical contribution demonstrating a novel quantization method with end-to-end validation on specific models and kernel-level performance gains, but lacking peer review, comparative statistical rigor, and broad generalization evidence.
Reported
Qwen3-8B baseline score (MXFP4)0.6749
Qwen3-8B EFQ-Softmax score0.6773
Qwen3-VL-8B-Instruct baseline sco…0.7826