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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Forum Posts

Direo
by Contributor
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  • 3 replies
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Is it possible to load MLFlow artifacts and models from local diretory to databricks DBFS?

I have been working locally and created a few models and now I want to move those to databricks/DBFS. Is it possible to do that?

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Latest Reply
Kaniz
Community Manager
  • 1 kudos

Hi @Direo Direo​ , We haven’t heard from you on the last response from @Vivian Wilfred​ ​ , and I was checking back to see if his suggestions helped you. Or else, If you have any solution, please do share that with the community as it can be helpful ...

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User16826992666
by Valued Contributor
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Resolved! Can I save MLflow artifacts to locations other than the dbfs?

The default location or MLflow artifacts is on dbfs, but I would like to save my models to an alternative location. Is this supported, and if it is how can I accomplish it?

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sajith_appukutt
Honored Contributor II
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You could mount an s3 bucket in the workspace and save your model using the mounts DBFS path For e.gmodelpath = "/dbfs/my-s3-bucket/model-%f-%f" % (alpha, l1_ratio) mlflow.sklearn.save_model(lr, modelpath)

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