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Trajectory-Level Speculative Decoding for Diffusion Language Models

Pan, Tianxiang et al.
arXiv (OAI Expanded) · Papers
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artificial-intelligencecomputation-and-language
Diffusion-based language models (dLLMs) enable parallel token generation through iterative denoising, but existing decoding strategies collapse to single-token generation under low confidence, severely limiting throughput. Unlike autoregressive models where speculative decoding operates on token seq
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