JustQuant: You Don’t Need Smoothing, SVD, or Rotation for 4-Bit Activation Quantization

Published in ArXiv preprint, 2026

This work studies W4A4 and W1.58A4 quantization for generative models and introduces Theseus QAD, a local-to-global warm-up under teacher distillation.