mati-14b
mati-14b by PSanni 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
- PSanni
- Parameters
- 14B
- 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
- Qwen/Qwen3-14B-Base
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- PSanni/mati-14b
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.
- Kev transfer-v4 development partition (764 records, 656 scorSelf-reported
- 0.803
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FAQ
How much does mati-14b cost?
mati-14b has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can mati-14b answer?
mati-14b answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is mati-14b well calibrated?
No calibration measurement for mati-14b is recorded yet.
Is mati-14b open weight, and can it run on a CPU?
Yes, mati-14b 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 (Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.