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bruv1-4b

bvolpatoDecision modelOpen weights

bruv1-4b by bvolpato 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
bvolpato
Parameters
4B
Released
Sep 2026
Open weights
Yes
Hugging Face
bvolpato/bruv1-4b

FAQ

How much does bruv1-4b cost?

bruv1-4b has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can bruv1-4b answer?

bruv1-4b answers typed questions about a piece of text, returning a probability for each allowed answer.

Is bruv1-4b well calibrated?

No calibration measurement for bruv1-4b is recorded yet.

Is bruv1-4b open weight, and can it run on a CPU?

Yes, bruv1-4b 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.