decider-12b
decider-12b by Mapika 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
- Mapika
- Parameters
- 12B
- Released
- Sep 2026
- Open weights
- Yes
- Question types
- Choice (one of N options), Score (ordered rubric), Yes / no
- Mechanism
- Decoder LM with a decision readout
- Backbone
- google/gemma-4-12B-it
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- Mapika/decider-12b
Benchmarks
Compare decider-12b with…
FAQ
How much does decider-12b cost?
decider-12b has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can decider-12b answer?
decider-12b answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is decider-12b well calibrated?
No calibration measurement for decider-12b is recorded yet.
Is decider-12b open weight, and can it run on a CPU?
Yes, decider-12b 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 (Benchmark Heaven JevBench, Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.