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2026-09-22

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TheoLeeCJ/SemIf

The open-model route with the measurements attached.

The repository's GitHub card, read on 2026-09-23

What it does

Typed decisions from open models, run locally — "Semantic ifs from open models, on a 3090 at home". The repository was formerly named OpenJev, says plainly that it is independent and not affiliated with TypeSafe, and packages a measured replay: the same frozen 4B model, the same state and the same 21 questions, with typed decisions appearing together while JSON streams token by token.

The repository's own description: “Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.”

How it works

`src/semif_phase1/` holds the implementation; `benchmarks/`, `results/` and `demo/` carry the measurements; `webgpu-demo/` runs a version in the browser with no waitlist and no key.

The repository, by the numbers

Stars
3,496
Licence
MIT
Stack
Python for the model, plus a WebGPU browser demo
Last push
2026-09-21

Read from the GitHub API on 2026-09-22. Stars and the last push move daily — quote them with the date, the way we do.

What we checked

  • the tree: benchmarks, results, demo, webgpu-demo, src/semif_phase1, tests
  • MIT LICENSE (TheoLeeCJ)
  • README names the project as formerly OpenJev and disclaims affiliation
  • README describes the aligned replay of one frozen 4B model over 21 questions

What we did not check. We read the benchmark's naming and framing, not its methodology; nothing here was re-run.

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