JEV-27B-VL

AutoTrust AI LabDecision modelOpen weights

JEV-27B-VL by AutoTrust AI Lab is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text.

Pricing

No hosted price is listed. The weights are open: the cost is your own compute.

Specifications

Provider: AutoTrust AI Lab
Parameters: 28B
Released: Sep 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Decoder LM with a decision readout
Backbone: Qwen/Qwen3.8-27B
Jev-compatible request: Yes
Runs on CPU: No
License: apache-2.0
Hugging Face: autotrust/JEV-27B-VL

Benchmarks

Jev Decision Index — VisionECE 0.018: 69.6

Compare JEV-27B-VL with…

JEV-27B-VL vs amos-1-large—/1M in JEV-27B-VL vs amos-1-medium—/1M in JEV-27B-VL vs Celeris-1 Decision$0.04/1M in JEV-27B-VL vs ScaleDown Classify-1$0.04/1M in JEV-27B-VL vs Cloudflare clef—/1M in JEV-27B-VL vs Cloudflare clef-flash—/1M in

FAQ

How much does JEV-27B-VL cost?

JEV-27B-VL has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can JEV-27B-VL answer?

JEV-27B-VL answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is JEV-27B-VL well calibrated?

No calibration measurement for JEV-27B-VL is recorded yet.

Is JEV-27B-VL open weight, and can it run on a CPU?

Yes, JEV-27B-VL has open weights. It needs a GPU to run at useful speed.

Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.