DVC

DVC (Data Version Control) versions machine learning datasets, models, and experiments alongside your code in Git, managing large data files stored in cloud storage with a workflow that feels familiar to anyone who already knows Git. It's how a lot of ML teams make their pipelines actually reproducible instead of hoping everyone remembers which dataset version trained which model.