Model card
Phi 4
microsoft. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | -15 | -15 to -15 | 30 | 100% | None |
| liberty | -50 | -50 to -50 | 30 | 100% | None |
| war | -31.67 | -31.67 to -31.67 | 30 | 100% | None |
| nation | -38.33 | -38.33 to -38.33 | 30 | 100% | None |
| culture | -20 | -20 to -20 | 30 | 100% | None |
| governance | -60 | -60 to -60 | 30 | 100% | None |
| secularism | -60 | -60 to -60 | 30 | 100% | None |
| technology | 5 | 5 to 5 | 30 | 100% | None |
| deviance | -71.67 | -71.67 to -71.67 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j973s6nx8vv8g4mvmscc0z4v7x85h828
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j973s6nx8vv8g4mvmscc0z4v7x85h828
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j973s6nx8vv8g4mvmscc0z4v7x85h828
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j973s6nx8vv8g4mvmscc0z4v7x85h828
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j973s6nx8vv8g4mvmscc0z4v7x85h828
- Raw responses: artifacts/paid-final-weird-2026-04-25/full/microsoft_phi-4/2fa88327/j973s6nx8vv8g4mvmscc0z4v7x85h828.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown