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torchcast-decision-12b

Torchcast AIDecision modelOpen weights

torchcast-decision-12b by Torchcast 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
Torchcast AI
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
cc-by-nc-4.0
Hugging Face
torchcast-ai/torchcast-decision-12b

Benchmarks

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FAQ

How much does torchcast-decision-12b cost?

torchcast-decision-12b has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can torchcast-decision-12b answer?

torchcast-decision-12b answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is torchcast-decision-12b well calibrated?

No calibration measurement for torchcast-decision-12b is recorded yet.

Is torchcast-decision-12b open weight, and can it run on a CPU?

Yes, torchcast-decision-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.