openjev (zhihz)

Local bilingual probability decisions from context, questions, and candidate answers. Independent research preview inspired by TypeSafe Jev.

How it uses Jev

Open JEV is an independent open-source alternative project inspired by TypeSafe's Jev. It is not affiliated with, sponsored by, or endorsed by TypeSafe. It does not contain Jev's proprietary code, weights, or RLCD implementation. The project name does not imply an official open-source release of Jev.

Highlights

  • Accept English or Chinese context, free-form questions, and your own candidate descriptions. No intent registration or question-specific training is required to submit a new quest…
  • Return a choice and relative probabilities only over the supplied candidates . No additional answer or abstention option is inserted.
  • Support Choice and Binary decisions, multiple questions per request, editable examples, and JSON export.
  • Run inference locally, without a paid inference API. The web interface starts in English; switch to 中文 without changing your inputs or results.
  • Publish model identity, scoring protocol, evaluation limitations, and a frozen results snapshot.

Getting started

Tested locally on Apple M3, 16 GB unified memory, Python 3.14. Other platforms and dependency combinations have not been validated. The pinned source download is roughly 8 GB; the separate MLX 8-bit copy is roughly 4 GB, so allow additional disk space for both environments and caches.

Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README.

Keep exploring

Similar to openjev (zhihz)

Browse all
SemIf project preview
Jev alternatives & open source
Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
local-jev project preview
Jev alternatives & open source
A local, offline System One server compatible with TypeSafe's Jev API. It answers typed yes/no, category and score questions with small open models.
open-jev (daseinlabs) project preview
Jev alternatives & open source
One-pass option scoring with a local Gemma 3 4B on Apple silicon via MLX, inspired by jevlike, with a Doom demo.
OpenJev project preview
Benchmarks & research
OpenJev: an independent Jev-inspired System One decision API based on TypeSafe.ai concepts. Choice, score and noul primitives, local mock server, Python and TypeScript SDKs. Real inference planned; not affiliated with TypeSafe AI.
what-is-jev project preview
Benchmarks & research
Independent, source-linked research on TypeSafe AI's Jev (System One), with 947 rubric-scored public repositories, recurring patterns, datasets, and bilingual documentation.
jev-visual project preview
Benchmarks & research
An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos.
Jev for robotics
Fine-grained robot control with Jev, physics previews, and configurable LIBERO tasks.
jev-skill-suggester project preview
Agent tooling
用 TypeSafe Jev 推荐已安装 Skill / Bounded installed-skill recommendations with TypeSafe Jev. Python CLI, Codex skill, bilingual docs and live examples.
Jev vs LLM robot arm project preview
Jev for robotics
A simulated Franka arm stacks cubes in MuJoCo. Code previews candidate moves in physics; Jev chooses a move and judges grasp, release, and completion. The README reports one recorded run for each controller.