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ezjev-4b-s3

everettjfDecision modelOpen weights

ezjev-4b-s3 by everettjf 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
everettjf
Parameters
5B
Released
Oct 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Decoder LM with a decision readout
Backbone
everettjf/ezjev-4b-s2
Jev-compatible request
Yes
Runs on CPU
No
License
—
Hugging Face
everettjf/ezjev-4b-s3

Compare ezjev-4b-s3 with…

ezjev-4b-s3 vs amos-1-large—/1M inezjev-4b-s3 vs amos-1-medium—/1M inezjev-4b-s3 vs Celeris-1 Decision$0.04/1M inezjev-4b-s3 vs ScaleDown Classify-1$0.04/1M inezjev-4b-s3 vs Cloudflare clef—/1M inezjev-4b-s3 vs Cloudflare clef-flash—/1M in

FAQ

How much does ezjev-4b-s3 cost?

ezjev-4b-s3 has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can ezjev-4b-s3 answer?

ezjev-4b-s3 answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is ezjev-4b-s3 well calibrated?

No calibration measurement for ezjev-4b-s3 is recorded yet.

Is ezjev-4b-s3 open weight, and can it run on a CPU?

Yes, ezjev-4b-s3 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.