PIG: Parallel Inconsistency Guidance for Accelerating Diffusion Language Models

Quentin Fruytier, Anton Xue, Sanjay Shakkottai +1

Diffusion language models accelerate generation by decoding multiple masked positions per forward pass. However, accuracy is known to drop when parallel decoding trajectories devia…