⬢github Python · 712 ★ +14 since we first saw it · pushed 1 d ago · Apache-2.0
wfzyx/von
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
Von is an open-source, non-autoregressive 'System One' decision model for fast classification, routing, and guardrail-style tasks. Instead of generating text token-by-token, it scores discrete/probabilistic options in a single forward pass, delivering sub-25ms decisions with calibrated uncertainty. Version 1.2 adds order-invariant option scoring, fixing answer flips under option reordering, plus Intel GPU acceleration via OpenVINO.
Why now: A fresh 1.2 release fixing an order-sensitivity defect, demonstrated with a Doom gameplay demo, is drawing attention on the most-starred repos list.
Who it is for: Developers building fast, local classification, intent-routing, or decision systems who want a deterministic alternative to autoregressive LLMs.
decision-modeljevmachine-learningpythonrlcdsystem-onetypesafe
Stars over our 41 snapshots: 698 to 712, since 8 h ago.
Where people talked about it
- ⬢github new repos, most starred 12 min ago
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