Max-Window Scale Estimation for Near-Lossless HiF8 W8A8 Quantization-Aware Training

Yingying Cheng, Jinquan Shi, Li Zhou +4

Quantization-aware training (QAT) with low-bit floating-point formats enables efficient LLM deployment, yet introduces subtle failure modes invisible to standard training metrics.…