A full set contains thousands of games and requires over 24GB of storage. You can either download the complete archive or select individual game files.
Connect your phone to a computer via USB, or use an Android file manager app (like ZArchiver or Solid Explorer) to navigate to the MAME4droid directory: mame4droid 0139u1 roms archiveorg install