Torchcast Decision 12B
Torchcast Decision 12B is a released agents, classification, and json / tool use model with open-weight; evaluate it while provider pricing coverage matures.
- Family
- Torchcast Decision
- Released
- 2026-10-02
- Context
- 16k
- Parameters
- 12B
- Openness
- Open weights
- License
- CC-BY-NC-4.0Commercial use: non-commercial
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
No tracked provider token pricing is available yet.
About
Torchcast Decision 12B (torchcast-decision-12b) is Torchcast AI's text decision checkpoint, a LoRA fine-tune of Gemma-4-12B-it merged into full BF16 weights (11.96B parameters). It returns yes/no probabilities (noul), choice distributions, and ordinal score distributions by reading option letters at the answer position in one forward pass with one output token. Per-type temperatures in readout_config.json were fitted on public non-JevBench validation sets (choice/score 1.0, noul 0.2). It was trained on a 50/50 mix of gold labels and a larger instruction model's option distributions (not TypeSafe/Jev outputs), over procedurally generated decisions, the Open-Jev train split, and public dataset train splits.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
Benchmark peer barsfor Agents
No task-mapped benchmark peers are available for this model yet.
Benchmark scores(1)
Migration checks
No linked migration route is available for this model yet.
API versions
torchcast-ai/torchcast-decision-12btorchcast-decision-12bTorchcast Decision 12Bv1.0.0No tracked provider token pricing is available yet.