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GeroVanMi / algorithmic-quartet-mlops

A showcase Machine Learning Operations (MLOps) Project.
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Create W&B Model Registry #9

Closed GeroVanMi closed 4 months ago

GeroVanMi commented 4 months ago

The model registry will allow us to fetch previously trained models and compare them. We can also use it to provide the model service with our currently best model.

We could also only use GC or another provider, but since we are using W&B for the metrics, it makes a lot of sense to also store the models there.

GeroVanMi commented 4 months ago

Done. We can now add artifacts of the "Model" Type to the W&B model registry.

Refer to https://docs.wandb.ai/guides/model_registry for more information on how to use the model registry. Refer to https://docs.wandb.ai/guides/artifacts to learn how to add artifacts to W&B.