Skip to content
Metatext Decide — typed decisions for your agents, with a probability on every answerGet early access
Metatext
Sign Up

DuplexJev-4B-Para-LiveTurn

adventists-aiDecision modelOpen weights

DuplexJev-4B-Para-LiveTurn by adventists-ai 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
adventists-ai
Parameters
4B
Released
Oct 2026
Open weights
Yes
Question types
—
Mechanism
Decoder LM with a decision readout
Backbone
adventists-ai/DuplexJev-4B-Para
Jev-compatible request
No
Runs on CPU
No
License
cc-by-nc-4.0
Hugging Face
adventists-ai/DuplexJev-4B-Para-LiveTurn

Compare DuplexJev-4B-Para-LiveTurn with…

DuplexJev-4B-Para-LiveTurn vs amos-1-large—/1M inDuplexJev-4B-Para-LiveTurn vs amos-1-medium—/1M inDuplexJev-4B-Para-LiveTurn vs Celeris-1 Decision$0.04/1M inDuplexJev-4B-Para-LiveTurn vs ScaleDown Classify-1$0.04/1M inDuplexJev-4B-Para-LiveTurn vs Cloudflare clef—/1M inDuplexJev-4B-Para-LiveTurn vs Cloudflare clef-flash—/1M in

FAQ

How much does DuplexJev-4B-Para-LiveTurn cost?

DuplexJev-4B-Para-LiveTurn has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can DuplexJev-4B-Para-LiveTurn answer?

DuplexJev-4B-Para-LiveTurn answers typed questions about a piece of text, returning a probability for each allowed answer.

Is DuplexJev-4B-Para-LiveTurn well calibrated?

No calibration measurement for DuplexJev-4B-Para-LiveTurn is recorded yet.

Is DuplexJev-4B-Para-LiveTurn open weight, and can it run on a CPU?

Yes, DuplexJev-4B-Para-LiveTurn 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.