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kev-0.8b-demo-gguf

espetroDecision modelOpen weights

kev-0.8b-demo-gguf by espetro 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
espetro
Parameters
800M
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
—
Jev-compatible request
Yes
Runs on CPU
Yes
License
apache-2.0
Hugging Face
espetro/kev-0.8b-demo-gguf

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FAQ

How much does kev-0.8b-demo-gguf cost?

kev-0.8b-demo-gguf has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can kev-0.8b-demo-gguf answer?

kev-0.8b-demo-gguf answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is kev-0.8b-demo-gguf well calibrated?

No calibration measurement for kev-0.8b-demo-gguf is recorded yet.

Is kev-0.8b-demo-gguf open weight, and can it run on a CPU?

Yes, kev-0.8b-demo-gguf 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.