Why is Git Not the Best for ML Model Version Control
The MLOps Blog
NOVEMBER 30, 2022
Further, maintaining model versions will save the risk of losing the model details in case the original model developer is longer working on the project. You also need to store model metadata and document details like configuration, flow, and intent of performing the experiments. Git cannot also automatically log each experiment.
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