Model profile
Qwen3-VL 8B Instruct
Evidence summary
Safety. Qwen3-VL 8B Instruct has an estimated Safety rank of #307; its 90% source-sensitivity interval is #214–#330. Its behavior-only rank is #304; company governance moves the combined estimate to #307. Published Safety evidence spans 4 eval lineages and 4 of 7 components. Its strongest relative result is UAVBench safety-critical decision recognition (ethical_safety_critical_accuracy, #20 of 27); its weakest is HarmVideoBench (harmful_video_safety_recognition_reasoning, #19 of 19).
Freedom. Qwen3-VL 8B Instruct has an estimated Freedom rank of #120; its 90% source-sensitivity interval is #10–#564. 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, #4 of 156); its weakest is UGI Leaderboard — base-model willingness (willingness_adherence_score, #25 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-instruct
- Hugging Face ↗Qwen/Qwen3-VL-8B-Instruct
- OpenRouter ↗qwen/qwen3-vl-8b-instruct
- 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.
heretic-org/Qwen-3-VL-8B-Instruct-heretic ↗Direct non-quantized finetune documented by Hugging Face metadata
huihui-ai/Huihui-Qwen3-VL-8B-Instruct-abliterated ↗Direct non-quantized finetune documented by Hugging Face metadata- huihui-ai/Huihui-Qwen3-VL-8B-Instruct-abliterated-FP8 ↗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 | #283 / 345 | ↓0.9101 | Source ↗official | |
| HarmVideoBenchharmful_video_safety_recognition_reasoning | #19 / 19 | ↑0.617 | Source ↗official | |
| NESSiE Necessary Safety Benchmarksh_score | #14 / 16 | ↑55.84 | Source ↗official | |
| UAVBench safety-critical decision recognitionethical_safety_critical_accuracy | #20 / 27 | ↑0.62 | 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 | #25 / 156 | ↑6 | Source ↗official | |
| UGI Leaderboard — base-model willingnesswillingness_direct_score | #4 / 156 | ↑6 | 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.