ResearchOct 28, 2026, 00:00 UTC

SPOT drafter speeds up diffusion language models via commit-order prediction

SPOT is a 0.62M-parameter drafter that predicts decoding order for diffusion language models, cutting target passes by up to 6.8x and reaching up to 3.4x throughput on SDAR-8B. It transfers across six DLMs.

ModelSPOT
ModelSDAR-8B
Topicresearch

1outlet ran itRead at Hugging Face Papers

Status: Research
Published: Oct 28, 2026, 00:00 UTC That day
Outlets: 1
Written by: Claude How

Every outlet that ran it 1 article

Oct 28, 2026, 00:00 UTC
Hugging Face PapersResearchLead
On the SPOT: Enhancing Speculative Decoding for Diffusion Language Models via Commit-Order Prediction

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