I don't know if it helps, but I hear some people use airbnb, apparently there's a section where you can look at places to rent specifically for parties/events...
There are plenty venues you could hire, how many people do you need it to be able to cater for, is it for something lifestyle related or vanilla, do you need licensed premises? What area of London?
