Reproduce “ReAnchor: Reusing Rejected Verifier States for Diffusion Drafting” on OpenResearch

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About this paper

Sanghyun Lee, Wonjin Nam, Seungho Jang, Jaeho Lee, Jiho Park, Jaewoon Lee, Seungryong Kim

ReAnchor improves speculative decoding with block-diffusion drafters by reusing verifier hidden states from rejected suffixes as conditioning for additional native-length draft blocks. It matches their starting tokens to the baseline draft and has the target verify every continuation. At temperature T=0, it raises acceptance length 15.2% and speed 13.4% across four models and eight benchmarks, though gains vary by setting.

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