A Microsoft file hosting and synchronization service.
Hmm, I had a similar issue with a couple of large PSD files (400+mb) but I figured it was because I first tried to enable that "Keep files locally" and I had both icons for those folders (cloud icon + local icon) . I figured that somehow corrupted the files. Did you try to first set the files as local and after that move them out of the hidden folder?