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Tianqi Chen

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#machine learning May 2025

DLM-One: Diffusion Language Models for One-Step Sequence Generation

DLM-One eliminates iterative refinement by aligning the scores of a student model's outputs with the score function of a pretrained teacher DLM in the forward-diffused noisy space, which positions one-step score distillation as a viable path for the efficient deployment of continuous diffusion models operating in conti...

Tianqi Chen, Shujian Zhang, Mi Zhou · 16 citations

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