DualQuant: Dual-scale Calibration-free Weight-and-Activation Quantization for LLMs.

arXiv:2610.13767v1 Announce Type: cross Abstract: Low-bit inference on accelerators with native 4-bit support requires quantizing both weights and activations to realize the full throughput gains these formats provide. While post-training weight quantization h