https://community.databricks.com/t5/machine-learning/loading-pre-trained-models-in-databricks/m-p/59611#M2972 <P>Hello talented members of the community,</P><P>I'm a very new Databricks user so please bear with me.</P><P>I'm building a description matcher which uses a pre-trained model (</P><DIV><DIV><SPAN>universal-sentence-encoder). How can I load and use this model in my Databricks python notebook?</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>I have the zipped model downloaded in my local machine. It contains a .pb file and a variables folder.</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>Just to extend on this, what are the best practices for loading and using pre-trained models in Databricks?</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>Thank you for any help. Greatly appreciate it!</SPAN></DIV></DIV> Wed, 07 Feb 2024 16:15:42 GMT PSK017 2024-02-07T16:15:42Z https://community.databricks.com/t5/machine-learning/loading-pre-trained-models-in-databricks/m-p/59611#M2972 <P>Hello talented members of the community,</P><P>I'm a very new Databricks user so please bear with me.</P><P>I'm building a description matcher which uses a pre-trained model (</P><DIV><DIV><SPAN>universal-sentence-encoder). How can I load and use this model in my Databricks python notebook?</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>I have the zipped model downloaded in my local machine. It contains a .pb file and a variables folder.</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>Just to extend on this, what are the best practices for loading and using pre-trained models in Databricks?</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>Thank you for any help. Greatly appreciate it!</SPAN></DIV></DIV> Wed, 07 Feb 2024 16:15:42 GMT https://community.databricks.com/t5/machine-learning/loading-pre-trained-models-in-databricks/m-p/59611#M2972 PSK017 2024-02-07T16:15:42Z