Next-Concept Modeling (NCM) replaces token-by-token prediction with a hierarchical approach using discrete codes. By generating coarse levels before fine-grained levels in parallel, the method achieves up to 31x faster generation than diffusion language model baselines.
HOW THIS AFFECTS YOU
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researcherYou can explore hierarchical code generation as a viable alternative to standard autoregressive decoding.