I haven't read all the way up this thread, but this is the place where you follow the instructions.
https://docs.moodle.org/29/en/File_upload_size
Note that the particular Moodle version is changeable near the upper right corner of each document.
Also, if you are on a Windows server (I hope you are not) it has its own file size limit.
