wfzyx/von
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
About the project
An open-source non-autoregressive System One decision model for classification, intent routing, and guardrail validation without text generation, with calibrated probabilities and sub-25ms latency.
Useful for
- Replace an LLM call for routing support tickets to departments with local inference
- Check emails and logs for leaked credentials with a binary classifier
- Rate customer frustration on an ordinal scale without generating text
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.
Why it’s trending
- 65 stars so far today, about 91 expected by the end of the day.
- The spike has held for 2 days in a row — not a one-off blip.
- The repository is 2 days old and already has 113 stars.
- Top new repositories this week: #146.
- About 15 forks a day — people are taking the code.
Stars per day
Bars are daily stars, the line is the usual pace. Red marks spike days.
Numbers
- Total stars
- 113
- Stars in a day
- 91
- Forks
- 16
- Issues and pull requests
- 6
- Watchers
- 0
- Language
- Python
- License
- Apache-2.0
- Created
- September 18, 2026
- Last push
- September 20, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- September 20, 2026Top new repositories this week: #146
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