AURORA-LM: Continuous-Latent Diffusion for Language Modeling
August 2, 2026
AURORA-LM introduces a continuous-latent diffusion language model that separates decodable text representation construction from distribution modeling. This architecture allows language to be treated within a continuous latent space similar to image or audio diffusion without sacrificing token-level fidelity.
HOW THIS AFFECTS YOU
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researcherYou can explore unified generative modeling by treating text as a continuous latent distribution.