Gevva E4B
Gevva E4B by davidburhans is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 33.0 on the Jev Decision Index (rank 100).
Pricing
No hosted price is listed. The weights are open: the cost is your own compute.
Specifications
- Provider
- davidburhans
- Parameters
- 8B
- Released
- Sep 2026
- Open weights
- Yes
- Question types
- Choice (one of N options), Score (ordered rubric), Yes / no
- Mechanism
- Encoder classifier
- Backbone
- google/gemma-4-E4B-it
- Jev-compatible request
- No
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- davidburhans/gevva-e4b
Benchmarks
- Jev Decision IndexECE 0.145
- 33.0
Jev Decision Index: public 32.4, ECE 0.145, Brier 0.568. Lower ECE means its probabilities can be taken at face value.
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.
- Jev Decision Index public suite (self-run)Self-reportedDecision Index public balanced skill, edition 0.2 kit (release-v2), self-run
- 29.9
- unknownSelf-reported
- 84.0
Speed & latency
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FAQ
How much does Gevva E4B cost?
Gevva E4B has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can Gevva E4B answer?
Gevva E4B answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is Gevva E4B well calibrated?
On the Jev Decision Index its expected calibration error (ECE) is 0.145; below about 0.05, a stated 80% confidence is right roughly 80% of the time.
Is Gevva E4B open weight, and can it run on a CPU?
Yes, Gevva E4B has open weights. It needs a GPU to run at useful speed.
Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Jev Decision Index, Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.