LitJev A reproduction of Jev: turn any Qwen model into a fast decision model. LitJev reproduces the decision layer of Jev on top of off-the-shelf Hugging Face checkpoints. Define questions and options, load a Qwen model, and get typed choices with probability distributions from a single API call. No training, no generated answer text: scores are read directly from the model's output head. LitJev 是对 Jev 的复现：把 Qwen 全系列模型变成像 Jev 一样的快速决策模型。 定义问题和选项，加载模型，即可通过 API 或浏览器前端获取选择结果与概率分布， 无需训练，也无需生成回答文本。 Independent research project, not affiliated with or endorsed by TypeSafe AI.
| Stars | 47 |
| Forks | 9 |
| Language | Python |
| Category | AI Tool |
| License | Apache-2.0 |
| Quality Score | 58.6277272456226/100 |
| Open Issues | 4 |
| Last Updated | 2026-10-01 |
| Created | 2026-09-17 |
| Platforms | python |
| Est. Tokens | ~15k |
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litjev is Turn any off-the-shelf LLM into a Jev -like decision layer. It is categorized as a AI Tool with 47 GitHub stars.
litjev is primarily written in Python.
You can find installation instructions and usage details in the litjev GitHub repository at github.com/zhengxuyu/litjev. The project has 47 stars and 9 forks, indicating an active community.
litjev is released under the Apache-2.0 license, making it free to use and modify according to the license terms.