Simple Diffusion Language Models Are More Effective Few-Step Generators Than Reported

Hasan Amin, Ming Yin, Rajiv Khanna

Diffusion language models (DLMs) promise fast parallel generation, yet high-quality samples often require large number of refinement steps, which diminishes their advantage in prac…