Dataset · Hugging Face

SkyIsNotGreen/decision-heads

Name: decision-heads
Creator: SkyIsNotGreen
License: mit
Keywords: language:en, license:mit, size_categories:1K<n<10K, format:json, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, decision-heads, self-verification, llm-evaluation, mixture-of-experts

Decision heads: self-verification by readout, not a second model A correctness verdict is already linearly readable from a language model's own hidden state. A closed-form head (ridge + Platt, about 66 KB) over the last-prompt-token hidden state matches or beats purpose-trained judges, and runs inside the inference engine as a sidecar. This dataset is the results record for that study. Canonical source, with the scripts and the full record:… See the full description on the dataset page: https://huggingface.co/datasets/SkyIsNotGreen/decision-heads.

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Author / organization	SkyIsNotGreen
License (as declared)	mit
Downloads	886 (as reported by Hugging Face)
Likes	0
Created	14 October 2026
Last updated at source	16 October 2026

decision-headsself-verificationllm-evaluationmixture-of-expertsternaryquantizationllama.cpp

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