vegaml 发布 CLI、MCP 服务器与 MLX 引擎等全套工具

Nandakishor m @Nandakishorm1原推发布于 2026.10.15

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vegaml just grew a whole toolbelt. All shipped this week, all Apache 2.0: - CLI, HTTP server, MCP server, Docker image - ONNX export and a torch-free MLX engine for Apple silicon - pydantic models as question sheets - a cascade: the 0.8B answers what it can settle, the 4B gets the rest, and what neither can settle is handed to you instead of guessed - calibrate(): refit the probabilities on 30 of your own labels - vegaml-eval: accuracy, calibration error and conformal coverage on your data, not mine - LangChain + LangGraph: route a graph or gate an input at decision-model speed pip install vegaml. Docs for every surface: https://github.com/NandhaKishorM/vegaml