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jev-ar

atmaneayoubDecision modelOpen weights

jev-ar by atmaneayoub 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
atmaneayoub
Parameters
322M
Released
Sep 2026
Open weights
Yes
Question types
—
Mechanism
Encoder classifier
Backbone
convaiinnovations/laya
Jev-compatible request
No
Runs on CPU
Yes
License
cc-by-nc-4.0
Hugging Face
atmaneayoub/jev-ar

Self-reported by the publisher

The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.

Jev-AR Bench, Gulf-Arabic routingSelf-reported
90.0
Jev-AR Bench, unseen-domain routingSelf-reported
95.0

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FAQ

How much does jev-ar cost?

jev-ar has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can jev-ar answer?

jev-ar answers typed questions about a piece of text, returning a probability for each allowed answer.

Is jev-ar well calibrated?

No calibration measurement for jev-ar is recorded yet.

Is jev-ar open weight, and can it run on a CPU?

Yes, jev-ar has open weights. It is small enough to run on a CPU.

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.