qarar

nomeda-labDecision modelOpen weights

qarar by nomeda-lab 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: nomeda-lab
Parameters: 148M
Released: Oct 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Other
Backbone: silma-ai/silma-embedding-matryoshka-v0.1
Jev-compatible request: Yes
Runs on CPU: Yes
License: apache-2.0
Hugging Face: nomeda-lab/qarar

Compare qarar with…

qarar vs amos-1-large—/1M in qarar vs amos-1-medium—/1M in qarar vs Celeris-1 Decision$0.04/1M in qarar vs ScaleDown Classify-1$0.04/1M in qarar vs Cloudflare clef—/1M in qarar vs Cloudflare clef-flash—/1M in

FAQ

How much does qarar cost?

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

What questions can qarar answer?

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

Is qarar well calibrated?

No calibration measurement for qarar is recorded yet.

Is qarar open weight, and can it run on a CPU?

Yes, qarar 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.