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Model Management

Models uploaded to navio are managed on a usecase level. Each workspace can contain multiple usecases.

On the Model Management page you an see a list of models uploaded to the usecase. This list contains details of each model:

  • State: The model status maybe be one of three states:
    1. Green if the model is ready
    2. Yellow if the model is still processing or building
    3. Red if the model failed to build or there was an error at startup
  • Name: The name of the model
  • Created on: The date the model was uploaded to navio.
  • By: The user that uploaded the model.
  • Type: the model type. Currently, only MlFlow is a supported type.
  • 'Dataset': The dataset that the model was trained on.
  • Deployed at: The deployments that are serving the model externally.
  • Notification Bell: This bell indicates if a user will be notified when something changes.

Model Actions​

the kebab menu on the far right of the model item in the list contains various model actions. kebab model menu

Deploy​

Create a new deployment with the model to allow the model to be used externally.

Deactivate​

Deactive a model container. This is useful for saving resources and especially useful when using GPU models to free up the underlying GPU by deactivating the model.

Retrain​

Retrain a model using a retrainer and/or an updated dataset.

Assign different dataset​

Assign a new dataset to the model.

Rename​

Rename the model.

Delete​

Delete the model.

caution

Be aware that models will be deleted permanently and will no longer be recoverable.