word
Model Versioning
MOD-ul VER-zhun-ing
/ˈmɒdəl ˈvɜːrʒənɪŋ/Listen
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Syllable breakdown
modelversioning
Dictionary meaning
The systematic tracking of different iterations of a machine learning model, including changes to architecture, training data, hyperparameters, and performance metrics
Examples
- Model versioning allowed the team to roll back to the previous model when the new one underperformed.
- Every experiment should be captured in model versioning to ensure reproducibility.
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