onnx

Serializing models with joblib, pickle, and ONNX tradeoffs

Model serialization is not just a file-format choice. It affects startup time, compatibility, portability, and security boundaries. I use joblib for common scikit-learn pipelines, reserve pickle for trusted internal workflows, and reach for ONNX when