gemma-4-12B-it-plumb
gemma-4-12B-it-plumb by totum-labs 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
- totum-labs
- Parameters
- 12B
- 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
- google/gemma-4-12B-it
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- totum-labs/gemma-4-12B-it-plumb
Self-reported by the publisher
The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.
- Plumbify held-out decisions (447)Self-reported
- 0.826
Compare gemma-4-12B-it-plumb with…
FAQ
How much does gemma-4-12B-it-plumb cost?
gemma-4-12B-it-plumb has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can gemma-4-12B-it-plumb answer?
gemma-4-12B-it-plumb answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is gemma-4-12B-it-plumb well calibrated?
No calibration measurement for gemma-4-12B-it-plumb is recorded yet.
Is gemma-4-12B-it-plumb open weight, and can it run on a CPU?
Yes, gemma-4-12B-it-plumb 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.