Nativ (nativ-he-decision)
A 364M Hebrew decision encoder on NeoDictaBERT: give it a state, a question and 2 to 7 free-text options and it returns a probability for each option in one forward pass, about 70 ms on a laptop CPU. Hebrew only.
An individual release by Yoav Pinto. Hebrew only, with options as free text; yes/no checks are two-option choices, with no native noul or score head. Distilled from larger Hebrew and general models. On his own nativ-bench (nine Hebrew test sets, 7,188 items) it scores 0.962 on four-option user intent and 0.905 on comment sentiment, and is weaker on HebNLI and Belebele. He says it is not suitable as the sole safeguard for decisions about people and suggests sending low top-probability cases to a person. CC BY 4.0: commercial use with attribution.
What it decides
- choice — picks one option from a set
- classify — assigns a category from a fixed taxonomy
- route — sends the input to one of several destinations
At a glance
| Parameters | 364M |
| Base model | dicta-il/neodictabert |
| Maker | Yoav Pinto |
| Released | 2026-10-04 |
| License | cc-by-4.0 |
| Reported accuracy | 96.2% |
Get the weights
pip install systemonemodels
systemone pull yoav-pinto/nativ-he-decision
The files are served from the maker's Hugging Face repository, yoavipo/nativ-he-decision, and verified against the checksums recorded here.
Read more
This page was opened by System One for Yoav Pinto, who can claim the organisation and take it over at any time.