JEV-35B
JEV-35B is an open-weights System 1 decision model built on Qwen3.5-35B-A3B. It selects among options, returns calibrated probabilities, and supports image inputs, but does not chat or generate text.
What it does
Use it to make ranked or choice-based decisions from text and images, including recommendations, classification, and tool selection.
- Availability
- Hugging Face model repository
- Pricing model
- Not established
- Deployment
- serve.sh (vLLM), one B200 in reported tests
- Privacy
- Not established
- Licence
- Apache-2.0
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
5 claims- The model is available as an independent open-weights release from AutoTrust AI. [1]
> **autotrust/JEV-35B** is an independent open-weights model built by AutoTrust AI; it is not affiliated with,
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights. - It makes decisions with up to 256 options in one pass. [1]
every choice read in one pass (up to 256 options), scored with the kit's `score --edition 0.3`.
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights. - The announcement reports a public Decision Index 0.3 score of 59.73. [1]
**Decision Index 0.3, public suite: 59.73** (our scoring with the kit), against 53.64 for
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights. - The announcement reports an approximate public vision score of 71.94 from the authors' rebuild. [1]
- The reported tests use the model's serve.sh with vLLM on one B200. [1]
All runs: the model's own `serve.sh`, one B200.
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
Sources
1
1
Hugging FaceOwner-controlled
https://huggingface.co/autotrust/JEV-35B
Retrieved 2026-10-28 01:03 UTC
Verified
Versions
4| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 4 | 2026-10-14 13:19 UTC | material change | capability, modality, availability, deployment | Current |
| 3 | 2026-10-13 14:10 UTC | material change | capability, availability, deployment | Current |
| 2 | 2026-10-12 15:08 UTC | material change | capability, availability, deployment | Current |
| 1 | 2026-10-11 15:58 UTC | publication | None | Current |
In briefs
2- Turn a prompt into an editable slide, poster, or dashboard Weekly brief 2026-W41
- Generate editable slides and dashboards from a prompt Daily brief 2026-10-11
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.