dev-0.4b
dev-0.4b by mpnikhil 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
- mpnikhil
- Parameters
- 397M
- Released
- Sep 2026
- Open weights
- Yes
- Question types
- Choice (one of N options), Score (ordered rubric), Yes / no
- Mechanism
- Encoder classifier
- Backbone
- —
- Jev-compatible request
- No
- Runs on CPU
- Yes
- License
- apache-2.0
- Hugging Face
- mpnikhil/dev-0.4b
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.
- Banking77Self-reported
- 0.987
- Google BoolQSelf-reported
- 0.852
- Yelp Review FullSelf-reported
- 0.627
Compare dev-0.4b with…
FAQ
How much does dev-0.4b cost?
dev-0.4b has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can dev-0.4b answer?
dev-0.4b answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is dev-0.4b well calibrated?
No calibration measurement for dev-0.4b is recorded yet.
Is dev-0.4b open weight, and can it run on a CPU?
Yes, dev-0.4b 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.