TheoLeeCJ/SemIf
Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
About the project
An open reproduction of the Jev-style semantic decision interface: reads typed option probabilities directly from a 4B model's logits without generating text. Runs on a single RTX 3090.
Useful for
- Route support tickets to queues by reading model logits directly
- Benchmark direct logit readout against autoregressive JSON generation on a 3090
- Reuse one long state across 21 criteria via shared mode
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.
Why it’s trending
- 461 stars so far today, about 641 expected by the end of the day.
- The spike has held for 3 days in a row — not a one-off blip.
- The repository is 2 days old and already has 1,507 stars.
- Top new repositories this week: #3.
- Top new repositories this month: #49.
- Hacker News: “OpenJev” — 399 points, 8 h ago.
- About 47 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
- 1,507
- Stars in a day
- 641
- Forks
- 94
- Issues and pull requests
- 7
- Watchers
- 8
- Language
- Python
- License
- MIT
- Created
- September 16, 2026
- Last push
- September 18, 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.
Hacker News discussions
- OpenJev399 points, September 18, 2026
Spotted in
- September 18, 2026Top new repositories this week: #3; Top new repositories this month: #49
- September 17, 2026Top new repositories this week: #7
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