Match the Canvas, Not Just the Answer: Predictability-Aware SFT for Diffusion Language Models

Miao Li, Hanyang Jiang, Hengyu Fu +8

Diffusion language models (DLMs) enable flexible parallel generation by resolving tokens according to the model's evolving predictability rather than a fixed left-to-right order. T…