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News/On the SPOT: Enhancing Speculative Decoding for Diffusion Language Models via Commit-Order Prediction
arxiv
PublishedOctober 19, 2026 at 4:00 AM

On the SPOT: Enhancing Speculative Decoding for Diffusion Language Models via Commit-Order Prediction

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arXiv:2610.22543v1 Announce Type: new Abstract: Diffusion language models (DLMs) promise parallel text generation, but in practice face an unresolved speed-quality trade-off. Exact decoding fills in only one masked position per model pass, while faster multi-token decoding schemes are lossy. Specula

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