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norma-nano

norma-aiDecision modelOpen weights

norma-nano by norma-ai 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
norma-ai
Parameters
494M
Released
Sep 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Decoder LM with a decision readout
Backbone
Qwen/Qwen2.5-0.5B-Instruct
Jev-compatible request
Yes
Runs on CPU
Yes
License
apache-2.0
Hugging Face
norma-ai/norma-nano

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FAQ

How much does norma-nano cost?

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

What questions can norma-nano answer?

norma-nano answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is norma-nano well calibrated?

No calibration measurement for norma-nano is recorded yet.

Is norma-nano open weight, and can it run on a CPU?

Yes, norma-nano has open weights. It is small enough to run on a CPU.

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.