At the moment it doesn't seem to be possible to download a PDF without annotations. It would be great if you were able to choose wether to download the original PDF or the one with your annotations.
Hi Julian thanks for your feedback suggestion!
You can download an annotation-free version from the Files section in your library.
To download a version with your notes, you can do that via the web reader.