Model card
LFM 2.5 1.2B Thinking
liquid. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | 0 | 0 to 0 | 30 | 100% | None |
| liberty | 21.67 | 21.67 to 21.67 | 30 | 100% | None |
| war | 0 | 0 to 0 | 30 | 100% | None |
| nation | -10 | -10 to -10 | 30 | 100% | None |
| culture | 11.67 | 11.67 to 11.67 | 30 | 100% | None |
| governance | 5 | 5 to 5 | 30 | 100% | None |
| secularism | -5 | -5 to -5 | 30 | 100% | None |
| technology | 10 | 10 to 10 | 30 | 100% | None |
| deviance | 0 | 0 to 0 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j9779tqd3776s4xf81ns9ghzm985ejew
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j9779tqd3776s4xf81ns9ghzm985ejew
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j9779tqd3776s4xf81ns9ghzm985ejew
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j9779tqd3776s4xf81ns9ghzm985ejew
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j9779tqd3776s4xf81ns9ghzm985ejew
- Raw responses: artifacts/free-full-text-sweep-2026-04-24/full/liquid_lfm-2.5-1.2b-thinking_free/4712f0ee/j9779tqd3776s4xf81ns9ghzm985ejew.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown