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decider-4b-tr

hayriyigitDecision modelOpen weights

decider-4b-tr by hayriyigit 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
hayriyigit
Parameters
4B
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
Mapika/decider-4b
Jev-compatible request
No
Runs on CPU
No
License
mixed-training-data
Hugging Face
hayriyigit/decider-4b-tr

Compare decider-4b-tr with…

decider-4b-tr vs amos-1-large—/1M indecider-4b-tr vs amos-1-medium—/1M indecider-4b-tr vs Celeris-1 Decision$0.04/1M indecider-4b-tr vs ScaleDown Classify-1$0.04/1M indecider-4b-tr vs Cloudflare clef—/1M indecider-4b-tr vs Cloudflare clef-flash—/1M in

FAQ

How much does decider-4b-tr cost?

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

What questions can decider-4b-tr answer?

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

Is decider-4b-tr well calibrated?

No calibration measurement for decider-4b-tr is recorded yet.

Is decider-4b-tr open weight, and can it run on a CPU?

Yes, decider-4b-tr 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.