Currently, there is not a way to turn off a fund once it's been turned on. This is a feature we're working on. For now, here is a way to work around that:
If you've switched a fund on and wish to turn it off, delete the budget item. Then add a new budget item with the same name. Make sure to keep the fund function off unless you need it.