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#artificial intelligence Preprint Oct 2026

Large Language Continuous Diffusion Models

Despite the success of discrete diffusion language models (dLMs) for fast parallel decoding, their non-smooth, high-dimensional space hinders trajectory steering for reasoning and inference acceleration. To overcome this, we present Sigma, the first large-scale (3B/8B) continuous dLM built on steerable, low-dimensional...

Zhi-Han Yang, Wei Guo, Jean-Marie Lemercier et al. · 0 citations

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