How to Customize the Machine Learning Property Files

In the Machine Learning Files page, you can download one or more of the properties files, modify them in a text editor and upload them back to the service.

When customizing the machine learning properties files, you must keep the following guidelines in mind:

  • Include 2-3 examples of high-quality responses.

  • Ensure examples cover different scenarios relevant to your use case.

  • If possible, try to use close to real data with sensitive information anonymized.

  • Ensure no sensitive information is provided in the prompt.

  • NOTE: You must not rename the downloaded file. Uploaded file must match the downloaded file name.

Example file format

Example1:

Data:

<<Dimension/Headers/Keys>>

<<Members/data_values/Values>>

or

<<Dimension/Headers/Keys>>

<<Members/data_values/Values>>

<<Calculations>>

or

<<Dimension/Headers/Keys>>

<<Members/data_values/Values>>

<<Top Contributors data>>

Response:

<<Expected Narrative>>

Note:

  • If any of the Machine Learning properties files have been customized, the new default properties files need to be modified to include the previously made changes.

  • There will be a notification with a warning icon next to the properties file in the Machine Learning files window.