Now users can setup their own address style in all PDF as we understand that each country has its own rule of address display.
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Just go to Company Settings > Basic Settings > COMPANY INFO and key in your company address as detailed as possible.

Here comes the fun part: in ADDRESS FORMAT, customize the address line(s) however you want and save the settings, all the document PDF will show the address based on the format set.