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CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing

#CForce #Boosting #Parallel #Decoding #Consistency

arXiv:2608.13925v1 Announce Type: new Abstract: Diffusion large language models (dLLMs) accelerate language generation by predicting multiple masks in a single forward pass. However, existing dLLMs can suffer from unreliable predictions in early denoising stages under aggressive parallelism…