Model card
LFM2 24B A2B
liquid. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | -21.67 | -21.67 to -21.67 | 30 | 100% | None |
| liberty | -8.33 | -8.33 to -8.33 | 30 | 100% | None |
| war | -5 | -5 to -5 | 30 | 100% | None |
| nation | -25 | -25 to -25 | 30 | 100% | None |
| culture | -13.33 | -13.33 to -13.33 | 30 | 100% | None |
| governance | -18.33 | -18.33 to -18.33 | 30 | 100% | None |
| secularism | -11.67 | -11.67 to -11.67 | 30 | 100% | None |
| technology | 8.33 | 8.33 to 8.33 | 30 | 100% | None |
| deviance | -13.33 | -13.33 to -13.33 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j972z0ab4awj4dm83gehryxxrs85h4e3
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j972z0ab4awj4dm83gehryxxrs85h4e3
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j972z0ab4awj4dm83gehryxxrs85h4e3
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j972z0ab4awj4dm83gehryxxrs85h4e3
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j972z0ab4awj4dm83gehryxxrs85h4e3
- Raw responses: artifacts/paid-final-open-us-liquid-2026-04-25/full/liquid_lfm-2-24b-a2b/f7129ec3/j972z0ab4awj4dm83gehryxxrs85h4e3.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown