AINewsnow

Shipping a model behind FastAPI without the notebook

Turned a notebook that had been "almost ready" for three weeks into an actual service this week. The model didn't change — the packaging did. What made the difference: One predict.py with a pure function, no global state A tiny test that loads the model and runs a fixed input Docker with a pinned w…

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  1. 2026-10-27 15:21 · DEV Community — Machine Learning
    Shipping a model behind FastAPI without the notebook

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