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ministral3-3b-reasoning-typed-decisions

ronyDecision modelOpen weights

ministral3-3b-reasoning-typed-decisions by rony 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
rony
Parameters
3B
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
mistralai/Ministral-3-3B-Reasoning-2512
Jev-compatible request
Yes
Runs on CPU
No
License
apache-2.0
Hugging Face
rony/ministral3-3b-reasoning-typed-decisions

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.

Typed Decisions (agreement with teacher)Self-reportedTyped Decisions test accuracy vs soft gold (fitted/fine-tuned on train; 400 cases / 2,000 decisions) · ECE 0.182
0.808

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FAQ

How much does ministral3-3b-reasoning-typed-decisions cost?

ministral3-3b-reasoning-typed-decisions has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can ministral3-3b-reasoning-typed-decisions answer?

ministral3-3b-reasoning-typed-decisions answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is ministral3-3b-reasoning-typed-decisions well calibrated?

No calibration measurement for ministral3-3b-reasoning-typed-decisions is recorded yet.

Is ministral3-3b-reasoning-typed-decisions open weight, and can it run on a CPU?

Yes, ministral3-3b-reasoning-typed-decisions 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.