Model profile
Qwen3-VL 8B
Evidence summary
Safety. Qwen3-VL 8B 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 HarmVideoBench (harmful_video_safety_recognition_reasoning, #12 of 19); its weakest is AA-Omniscience (hallucination_rate, #289 of 345).
Freedom. Qwen3-VL 8B has an estimated Freedom rank of #478; its 90% source-sensitivity interval is #317–#561. Published Freedom evidence spans 1 eval lineages and 1 of 1 components. Its strongest relative result is UGI Leaderboard — base-model willingness (willingness_direct_score, #46 of 156); its weakest is UGI Leaderboard — base-model willingness (willingness_adherence_score, #144 of 156).
Compare this model
Only models sharing at least one published sub-eval are listed.
Official and reference links
- Artificial Analysis ↗qwen3-vl-8b-reasoning
- Hugging Face ↗Qwen/Qwen3-VL-8B-Thinking
- OpenRouter ↗qwen/qwen3-vl-8b-thinking
- 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.
- coder3101/Qwen3-VL-8B-Thinking-heretic ↗Direct non-quantized finetune documented by Hugging Face metadata
huihui-ai/Huihui-Qwen3-VL-8B-Thinking-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 | #289 / 345 | ↓0.9141 | Source ↗official | |
| HarmVideoBenchharmful_video_safety_recognition_reasoning | #12 / 19 | ↑0.767 | 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 | #144 / 156 | ↑0.5 | 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.