Once I Have A Model Successfully Saved In Clearml, How Can I Instantiate It In A Notebook? I Have This For Artifacts:

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Once I have a model successfully saved in ClearML, how can I instantiate it in a notebook?

I have this for artifacts:
def get_artifact(task_id, artifact_name): task = Task.get_task(task_id) return task.artifacts[artifact_name].get()I'd like something similar for models (xgb and sklearn only first)

  				
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	one year ago

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					ConvolutedSealion94
				
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Hi ConvolutedSealion94 , you should use the InputModel/OutputModel modules for working with models:
https://clear.ml/docs/latest/docs/references/sdk/model_inputmodel

This makes getting models very easily directly by their IDs (Models have unique IDs). For example:
https://clear.ml/docs/latest/docs/references/sdk/model_inputmodel#get_local_copy
Or:
https://clear.ml/docs/latest/docs/references/sdk/model_inputmodel#get_weights_package

  				
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	one year ago

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					CostlyOstrich36
				
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one year ago