Model card
OLMo 3.1 32B Instruct
allenai. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | -5 | -5 to -5 | 30 | 100% | None |
| liberty | -15 | -15 to -15 | 30 | 100% | None |
| war | -15 | -15 to -15 | 30 | 100% | None |
| nation | -15 | -15 to -15 | 30 | 100% | None |
| culture | -6.67 | -6.67 to -6.67 | 30 | 100% | None |
| governance | -35 | -35 to -35 | 30 | 100% | None |
| secularism | -31.67 | -31.67 to -31.67 | 30 | 100% | None |
| technology | 0 | 0 to 0 | 30 | 100% | None |
| deviance | -58.33 | -58.33 to -58.33 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j9769xggfdhbzr2bz8kjgz4k9h85gqeg
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j9769xggfdhbzr2bz8kjgz4k9h85gqeg
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j9769xggfdhbzr2bz8kjgz4k9h85gqeg
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j9769xggfdhbzr2bz8kjgz4k9h85gqeg
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j9769xggfdhbzr2bz8kjgz4k9h85gqeg
- Raw responses: artifacts/paid-final-open-us-olmo-2026-04-25/full/allenai_olmo-3.1-32b-instruct/664deba7/j9769xggfdhbzr2bz8kjgz4k9h85gqeg.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown