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certo-unified-4b

altslateDecision modelOpen weights

certo-unified-4b by altslate 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
altslate
Parameters
4B
Released
Sep 2026
Open weights
Yes
Hugging Face
altslate/certo-unified-4b

FAQ

How much does certo-unified-4b cost?

certo-unified-4b has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can certo-unified-4b answer?

certo-unified-4b answers typed questions about a piece of text, returning a probability for each allowed answer.

Is certo-unified-4b well calibrated?

No calibration measurement for certo-unified-4b is recorded yet.

Is certo-unified-4b open weight, and can it run on a CPU?

Yes, certo-unified-4b has open weights.

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.