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r/MachineLearning · Communities

Training data needs a real go/no-go gate before training [D]

We have gates for code, infrastructure, deployment and model performance. But when it comes to the actual training artifact, the decision to proceed is often still spread across notebooks, validation scripts, dashboards and human judgment. That feels like a weak point. I’ve been thinking about what a proper pre-trainin