Torchcast Decision Models by Torchcast AI

Torchcast AICC-BY-NC-4.0Open weightsAgent
Torchcast AI releases · 1 in the last 12 monthsChangelog →
1 model2026Up to 16k ctx

Last refreshed 2026-10-05. Next refresh: weekly.

Details

ResearcherTorchcast AI
LicenseCC-BY-NC-4.0
Commercial useCommercial use: non-commercial
Models1
Released2026
Max context16k

Capabilities

Structured OutputsAll models

Links

WebsiteHuggingFace

About

Torchcast Decision is Torchcast AI's family of open-weight decision checkpoints built on Gemma 4. They answer typed decisions (yes/no 'noul' probabilities, choice distributions, and ordinal score distributions) with a single-forward-pass option-letter readout and per-type calibration temperatures, served through a TypeSafe-compatible /v1/systemone endpoint. Released October 2026 in 12B and 27B sizes under CC BY-NC 4.0 (non-commercial).

Decision facts

Best fit
agentstructured outputs
Capability starting point
Torchcast Decision 12B with 16k context and structured outputs
Lowest tracked input
Not tracked
Closest related family
Quyet

Current Variants

Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.

1 in view
Torchcast Decision 12BCurrent

Use when the workload needs 16k context, 12B parameters, and structured outputs.

2026-1016k context12B parametersstructured outputs

Release Timeline

1 release group
2026-10
1 current
Torchcast Decision 12B
16k context12B parametersstructured outputs
Current

Specifications(1 models)

Torchcast Decision model specifications comparison
ModelReleasedContextParametersStructured Outputs
Torchcast Decision 12B2026-1016k12BYes