arXiv cs.CL July 7, 2026 · Papers

Few-Step Diffusion Language Models via Trajectory Self-Distillation

arXiv:2602.12262v4 Announce Type: replace Abstract: Diffusion large language models (DLLMs) have emerged as powerful generative models with the promise of fast text generation through parallel decoding. However, realizing this potential in practice remains challenging: reducing the number of decoding steps, typically c