What qualifies for the Jev-like models category?
These projects may be alternative models, open runtimes, compatible experiments, or independent implementations. Inclusion does not imply official Jev compatibility or TypeSafe AI endorsement.
Explore an awesome collection of 18 verified open-source Jev-like models Jev projects on bestjev. Compare GitHub stars, languages, repositories, and implementations.
Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
Trainable family of small Qwen-based Jev-like decision models with typed primitives, datasets, evaluation tools, and local inference.
Local Jev-compatible System One API that converts typed questions into DiffusionGemma classification prompts and probabilities.
Open-model Jev-style server that reads next-token logits to return typed choices, rubric scores, and truth judgments.
Jev-compatible API server built on open models and SGLang, with prefill-only inference and typed decision endpoints.
The open, local take on Jev: typed decisions from an LLM, without generating a single token
Self-hosted Jev-compatible System One server backed by GLiNER-family models, with batching and typed question support.
DiffusionGemma NVFP4 structured decisions on a DGX Spark: container recipe No repository-level license file was found during review.
Open, Jev-compatible System One decision server on DiffusionGemma.
Adapter that turns local language models into Jev-style Choice, Score, and Noul decision engines with typed probabilities.
Open semantic decision engine implementing Choice, Noul, and Score primitives with a TypeSafe comparison harness.
Open Thai-English System One model with Choice inference, calibration, evaluation scripts, and a Jev comparison suite.
Typed JSON inference with DiffusionGemma, with Every and Jev benchmark results.
Open local System One implementation for NVIDIA DGX Spark, with a Qwen3-based model, Jev-compatible API, architecture notes, and evaluation tooling.
Local Jev-like System One decision layer that returns typed choices and calibrated confidence without a hosted API.
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. No repository-level license file was found during review.
Jev-like models explore typed, constrained, or probabilistic decision interfaces similar to Jev.
These projects may be alternative models, open runtimes, compatible experiments, or independent implementations. Inclusion does not imply official Jev compatibility or TypeSafe AI endorsement.
These projects may be alternative models, open runtimes, compatible experiments, or independent implementations. Inclusion does not imply official Jev compatibility or TypeSafe AI endorsement.
Start with the documented use case, repository activity, primary language, license, and visible Jev implementation. GitHub stars are a dated discovery signal, not a quality score.
bestjev checks public repositories, project-authored documentation, code, demos, and other visible evidence. Always confirm current behavior and compatibility in the upstream project.
bestjev grounds this category in named primary sources: Official Jev documentation · Public GitHub repositories.
“Typed outputs that software can act on.”— TypeSafe AI