SpecFold: Folding Multi-Branch Redundancy for Faster Speculative Decoding in Diffusion Language Models.

arXiv:2610.04875v2 Announce Type: replace Abstract: Diffusion large language models (DLLMs) generate text through iterative block denoising, and multi-branch speculative decoding accelerates this process by verifying a main branch together with multiple draft