Every auction/seller is different so make sure you ask them before you buy. It's also worth asking if they will transfer the site to a new hosting provider.
I recommend that you get the site transferred to a new hosting account as soon as you can, that way you have full control over the site.
If the seller won't transfer the site, make sure you can get access to cPanel. This will give you access to files and any database the site uses.