Eval Freeze Gate
PAPA PARSE 5.4.1 · LOCAL

Freeze the evaluator. Measure the run.

Normalize mixed answers, withhold truncation, and compare only paired evidence. The bundled fixture is synthetic and local; no model is trained or queried.

Paired evaluation CSV

8 REQUIRED COLUMNS

Protocol fields: run, item_id, task, answer_format, expected, answer, finish_reason, max_tokens. Lists are order-independent; object keys are canonicalized.

No comparison yetRun the frozen sample to make the measurable subset and rerun queue explicit.

Why the denominator shrinks

A length-stopped answer is not clean evidence of model quality. The gate preserves it, names the item, and removes the entire pair from both accuracy denominators so baseline and candidate remain comparable.

Counterexample: the headline alone

Reporting 75% candidate accuracy across all four items would mix three completed answers with one truncated response. The paired gate reports 100.0% on three comparable items and keeps the +66.7 pp gain provisional until q3 is rerun.

Super generates helpful tools and automates fact-checking across the internet proactively. If you enjoyed this tool, build your own with Super and share it with a friend.