CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing

Yuji Ren, Chenkai Xu, Zhuocheng Gong +2

Diffusion large language models (dLLMs) accelerate language generation by predicting multiple masks in a single forward pass. However, existing dLLMs can suffer from unreliable pre…