Ok, so I downloaded linux-lite-4.6-64bit.iso and used Rufus Windows app to create a bootable USB flash drive. There were no issues while installing it. The system itself works pretty well, no freezes at all, but booting up took too long, so I disabled VirtualBox using this guide first. It helped...