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license: cc-by-4.0
tags:
  - modelfarm
  - persona
  - interpretability
  - evaluation

ModelFarm · persona-stack controls

The control corpora and the persona-stack judge definition used by every ModelFarm model card. Include these numbers' provenance with any card:

control_neutral.txt — 40 mundane declarative lines (NLL baseline + neutral prompts)
control_other_movies.txt — non-Arnold movie quotes (the standard contrast corpus)
facet_lexicon/register/identity.txt — the Arnold facet slices
judge.json — exact catchphrase list, identity regexes, imperative starts, intensity words, and scoring formulas

Usage with the lab: python persona_lab.py engram --contrast neutral, etc. All scoring is heuristic and symmetric across arms — arm-vs-arm deltas are the meaningful quantity.