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Large Language Continuous Diffusion Models

Zhihan Yang, Wei Guo, Jean-Marie Lemercier وآخرون · 2026

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 …

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