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If the underlying model packages did not update but instead new trained model binaries are produced, we need a good deployment procedure to be able to easily deploy these. Ideally, it should be able to be done atomically from the end of a training session of a model
ie
If the underlying model packages did not update but instead new trained model binaries are produced, we need a good deployment procedure to be able to easily deploy these. Ideally, it should be able to be done atomically from the end of a training session of a model
ie
trained_model
.....
upload_new_model asadsasd34424234234234 model.rds
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