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Sori-1B-MCQ

snkiiDecision modelOpen weights

Sori-1B-MCQ by snkii 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
snkii
Parameters
1B
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
LiquidAI/LFM2.5-Encoder-350M
Jev-compatible request
No
Runs on CPU
Yes
License
sori-academic-license
Hugging Face
snkii/Sori-1B-MCQ

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FAQ

How much does Sori-1B-MCQ cost?

Sori-1B-MCQ has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can Sori-1B-MCQ answer?

Sori-1B-MCQ answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is Sori-1B-MCQ well calibrated?

No calibration measurement for Sori-1B-MCQ is recorded yet.

Is Sori-1B-MCQ open weight, and can it run on a CPU?

Yes, Sori-1B-MCQ 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.