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Kev 0.6B

Jared PalmerDecision modelOpen weights

Kev 0.6B by Jared Palmer 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
Jared Palmer
Parameters
600M
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
Qwen3-0.6B-Base, LoRA + pointer head
Jev-compatible request
No
Runs on CPU
Yes
License
Apache 2.0
Hugging Face
jaredpalmer/kev-0.6b

Benchmarks

Jev Decision Indexedition 0.1 (earlier edition)
7.5
DecisionBenchECE 0.204
0.492

Self-reported by the publisher

The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.

decision-v4 development (1,204 records; ten trained public sSelf-reported
0.801
transfer-v4 development (764 records; six never-trained sourSelf-reported
0.620

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FAQ

How much does Kev 0.6B cost?

Kev 0.6B has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can Kev 0.6B answer?

Kev 0.6B answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is Kev 0.6B well calibrated?

No calibration measurement for Kev 0.6B is recorded yet.

Is Kev 0.6B open weight, and can it run on a CPU?

Yes, Kev 0.6B 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.