We develop an auction model for the case of interdependent values and multidimensional signals in which agents' information is not independent. We show that a modification of the Vickrey auction which includes payments to the bidders will result in an efficient outcome under very good general conditions. Further, we provide a definition of informational size such that the necessary payments to bidders will be arbitrarily small if agents are sufficiently informationally small.