This file won't fit on any of my 8GB thumb drives for some reason
Most flash drives come formatted with FAT32. FAT32 has a file size limit of 4GB. You would need to either format it as NTFS or exFAT.

http://www.ntfs.com/ntfs_vs_fat.htm