Skip to content

open-jev DeBERTa-v3-large

com-kotobalabsDecision modelOpen weights

open-jev DeBERTa-v3-large by com-kotobalabs 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
com-kotobalabs
Parameters
434M
Released
Sep 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Encoder classifier
Backbone
DeBERTa-v3-large, per-option head
Jev-compatible request
Yes
Runs on CPU
Yes
License
Apache 2.0
Hugging Face
com-kotobalabs/open-jev-deberta-v3-large

Benchmarks

DecisionBenchECE 0.032
0.382

Compare open-jev DeBERTa-v3-large with…

FAQ

How much does open-jev DeBERTa-v3-large cost?

open-jev DeBERTa-v3-large has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can open-jev DeBERTa-v3-large answer?

open-jev DeBERTa-v3-large answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is open-jev DeBERTa-v3-large well calibrated?

No calibration measurement for open-jev DeBERTa-v3-large is recorded yet.

Is open-jev DeBERTa-v3-large open weight, and can it run on a CPU?

Yes, open-jev DeBERTa-v3-large has open weights. It is small enough to run on a CPU.

Data as of 2026-10-14. Source: Metatext System One registry (metatext.io/system-one). Pricing is per 1M tokens (USD); confirm with the provider before production use.