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Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation

9 Oct 2026

Diffusion language models (DLMs) offer parallel sampling for faster generation than autoregressive models, an increasingly important advantage as inference becomes a dominant computational workload.

Language Modeling Machine Translation Reasoning Summarization

480.5/h

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