In a medium bowl beat cream cheese until fluffy. Beat in sour cream, milk and horseradish until combined. Stir in dried beef, onion, celery and dillweed. Transfer mixture to a seasoned or greased 8-9 inch cast iron skillet.

Bake 20 minutes or until mixture is hot and bubbly.