Model profile
LFM2 8B A1B
Evidence summary
Safety. LFM2 8B A1B does not meet the evidence gate for a Safety rank. Published Safety evidence spans 2 eval lineages and 2 of 7 components. Its strongest relative result is UAVBench safety-critical decision recognition (ethical_safety_critical_accuracy, #22 of 27); its weakest is AA-Omniscience (hallucination_rate, #299 of 345).
Freedom. LFM2 8B A1B has an estimated Freedom rank of #154; its 90% source-sensitivity interval is #36–#502. Published Freedom evidence spans 1 eval lineages and 1 of 1 components. Its strongest relative result is UGI Leaderboard — base-model willingness (willingness_adherence_score, #15 of 156); its weakest is UGI Leaderboard — base-model willingness (willingness_direct_score, #46 of 156).
Compare this model
Only models sharing at least one published sub-eval are listed.
Official and reference links
- Artificial Analysis ↗lfm2-8b-a1b
- Hugging Face ↗LiquidAI/LFM2-8B-A1B
- OpenRouter ↗liquid/lfm2-8b-a1b
- Official model page ↗Exact model document · Reviewed official Hugging Face owner · official repository
- Release source ↗repository created at proxy
Finetunes
Direct finetunes linked to this canonical base model. Quantized and repackaged derivatives are excluded.
- DavidAU/LFM2-12B-A1B-SpeedDemon-The-Deckard-II-HERETIC-Uncensored ↗Direct non-quantized finetune documented by Hugging Face metadata
huihui-ai/Huihui-LFM2-8B-A1B-abliterated ↗Direct non-quantized finetune documented by Hugging Face metadata
Safety evals
Rank and direction are specific to the Safety portfolio. Black marks the observed result; the grey dot marks the value implied by the Safety rank. Values stay on each source’s native scale.
| Eval / sub-eval | Rank | Value | Distribution | Source |
|---|---|---|---|---|
| AA-Omnisciencehallucination_rate | #299 / 345 | ↓0.923 | Source ↗official | |
| UAVBench safety-critical decision recognitionethical_safety_critical_accuracy | #22 / 27 | ↑0.575 | Source ↗official |
Freedom evals
Rank and direction are specific to the Freedom portfolio. Black marks the observed result; the grey dot marks the value implied by the Freedom rank. Values stay on each source’s native scale.
| Eval / sub-eval | Rank | Value | Distribution | Source |
|---|---|---|---|---|
| UGI Leaderboard — base-model willingnesswillingness_adherence_score | #15 / 156 | ↑7.5 | Source ↗official | |
| UGI Leaderboard — base-model willingnesswillingness_direct_score | #46 / 156 | ↑4 | Source ↗official |
Values evaluations
Descriptive values and political-framing results are separate from safety/ethics ranks. Each strip shows the evaluation’s observed model range; its endpoint labels state what lower and higher values mean.