You need to have compressing softwares installed for this. E.g winzip, WinRar, 7- Zip etc. . Winzip and WinRar are licensed but 7-zip is an opensource.
Truncate the table. Thats the best option. Logging is minimized with truncate. But however if you see a need to roll back, use delete. DELETE LOGS ALL NECESSARY DATA FOR...