The city has sooo much stuff to do, but as for the big parties that all the boys will be at ...
I recommend the dyke rally at Delores Park Saturday at 2 with the march into the Castro as well. Lots of fun. Then the pink party on Castro (which closes at midnight). Then head off to whatever bar/party you want.
Hope that helps!