TRIMS: Trajectory-Ranked Instruction Masked Supervision for Diffusion Language Models

Lingjie Chen, Ruizhong Qiu, Yuyu Fan +2

Diffusion language models (DLMs) offer a promising path toward low-latency generation through parallel decoding, but their practical efficiency depends heavily on the decoding traj…