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I saw that you have already customized your Thank You page. To add link of your PDF file on Thank you page, mark the text "Click this link" and select Insert/Edit link option and add URL of your PDF File inside of URL field. After that click on OK button and Save Changes.
Hope this will help. Let us know of you need further assistance.