In a large bowl, mix together butter and sugar. Beat in eggs and vanilla. Combine flour, cocoa, baking soda, and salt; gradually stir into the butter mixture. Mix in peanut butter chips. Drop by rounded teaspoons onto ungreased cookie sheets.
Bake 8 to 10 minutes in preheated oven. Cool for 1 minute before placing on wire racks to cool completely.