Date Slicer Format Issue

For Firefox (Solution):

Step 1: Options:

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Step 2: Language

I selected English UK as there was no English Australia and also made sure that the language in regional settings in Windows (See @Keith post above) was set to English Australia

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Step 3: Log out of PowerBI service and back in.