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kyo-instruct

open-zzrlDecision modelOpen weights

kyo-instruct by open-zzrl 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
open-zzrl
Parameters
—
Released
Oct 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Encoder classifier
Backbone
open-zzrl/kyo
Jev-compatible request
No
Runs on CPU
—
License
apache-2.0
Hugging Face
open-zzrl/kyo-instruct

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FAQ

How much does kyo-instruct cost?

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

What questions can kyo-instruct answer?

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

Is kyo-instruct well calibrated?

No calibration measurement for kyo-instruct is recorded yet.

Is kyo-instruct open weight, and can it run on a CPU?

Yes, kyo-instruct 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.