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It appears that date field formats defined upstream for a PowerBI Dataset are automatically changed in a downstream pbix that connects to the same PowerBI dataset using "live connection" and cannot be changed in the downstream file.
In my experience the date format set to d mmmm yyyy in the upstream file was changed to date General date, which abbreviates the month and adds a timestamp.
Additional details are available in my original post:
https://community.powerbi.com/t5/Desktop/Date-Field-Formatting-changes-after-publishing-it-to-PBI-Se...
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Deliver the reason caused this issue and provide workaround.