Next-Concept Modeling: Fast， Parallel Coarse-to-Fine Text Generation
NCM introduces a coarse-to-fine text generation framework that outperforms diffusion models in speed and efficiency, achieving competitive quality across language modeling, translation, and reasoning tasks with significantly fewer training tokens.