kev
Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
Open foundation models — the base layers everything builds on.
Key features
- 是/否/选择/打分一次问完
- 概率默认经过校准
- API 兼容 TypeSafe SDK
- 0.8B 到 27B 四档模型
- 支持最长 65k token 文档
- 可用自己的标注数据微调
Good for
- 客服工单自动分类
- 文档决策问答
- 风险评估打分
- 可解释的小模型决策
Stack & tags
PythonPyTorchQwenHugging FaceuvMLXModaldecision-modeljevqwen3
Quick start
git clone https://github.com/jaredpalmer/kev.git && cd kev
uv sync --extra serve
uv run --extra serve python -m kev.serve --run jaredpalmer/kev-4b --port 8009From the project README on GitHub.