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GLiClass instruct large v1.0

KnowledgatorDecision modelOpen weights

GLiClass instruct large v1.0 by Knowledgator 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
Knowledgator
Parameters
440M
Released
—
Open weights
Yes
Question types
Choice (one of N options), Yes / no
Mechanism
Encoder classifier
Backbone
DeBERTa-v3-large, instruction-tuned
Jev-compatible request
No
Runs on CPU
Yes
License
Apache 2.0
Hugging Face
knowledgator/gliclass-instruct-large-v1.0

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FAQ

How much does GLiClass instruct large v1.0 cost?

GLiClass instruct large v1.0 has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can GLiClass instruct large v1.0 answer?

GLiClass instruct large v1.0 answers choice (one of n options), yes / no questions, returning a probability for each allowed answer.

Is GLiClass instruct large v1.0 well calibrated?

No calibration measurement for GLiClass instruct large v1.0 is recorded yet.

Is GLiClass instruct large v1.0 open weight, and can it run on a CPU?

Yes, GLiClass instruct large v1.0 has open weights. It is small enough to run on a CPU.

Data as of 2026-10-14. Source: Metatext System One registry (metatext.io/system-one). Pricing is per 1M tokens (USD); confirm with the provider before production use.