When trying to open a large file, around 500 MB to 2 GB, applications like Notepad and Notepad++ fail as they do not support these file sizes. Notepad was meant to take a quick look into smaller log ...

I'm no expert, but it sounds like a file system limitation to me. I think it is a limitation of 32bit file systems in general, as 2^32 ~ 4GB.