Model card
LFM 2.5 1.2B Instruct
liquid. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | 8.33 | 8.33 to 8.33 | 30 | 100% | None |
| liberty | 30 | 30 to 30 | 30 | 100% | None |
| war | 16.67 | 16.67 to 16.67 | 30 | 100% | None |
| nation | -50 | -50 to -50 | 30 | 100% | None |
| culture | -15 | -15 to -15 | 30 | 100% | None |
| governance | -10 | -10 to -10 | 30 | 100% | None |
| secularism | 6.67 | 6.67 to 6.67 | 30 | 100% | None |
| technology | 46.67 | 46.67 to 46.67 | 30 | 100% | None |
| deviance | 8.33 | 8.33 to 8.33 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j97cyfrkh9bds0hxtk1q4y0qvh85f5xm
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j97cyfrkh9bds0hxtk1q4y0qvh85f5xm
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j97cyfrkh9bds0hxtk1q4y0qvh85f5xm
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j97cyfrkh9bds0hxtk1q4y0qvh85f5xm
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j97cyfrkh9bds0hxtk1q4y0qvh85f5xm
- Raw responses: artifacts/free-full-text-sweep-2026-04-24/full/liquid_lfm-2.5-1.2b-instruct_free/b42554d8/j97cyfrkh9bds0hxtk1q4y0qvh85f5xm.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown