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Speculative decoding

ReDi

ReDi: Rectified Discrete Flow

Superseded baseline#128 of 151 most-superseded · first seen Jul 21, 2025

Cited as a baseline — critiqued by newer work, not yet beaten on a benchmark here

1 papers critique it · 0 beat it on benchmarks

What papers say

Verbatim critique sentences, each from a paper that cites ReDi as a baseline.

ReDi~yooredi mitigates factorization error through a rectified-flow formulation and newly constructed paired training data, but it does not fully remove the error.
— Factorization-Error-Free Discrete Diffusion Language Model via Speculative Decoding

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.