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CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credits

Published in ArXiv.org • Oct 7, 2025
Authors:
Kangyu Wang
,
Zifan Jiang
,
Haibo Feng

Abstract

Diffusion large language models (dLLMs) generate text through iterative denoising steps, achieving parallel decoding by denoising only high-confidence positions at each step. However, existing approaches often repetitively remask tokens due to initially low confidence scores, leading to redundant it...

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