if the pubs are closed in the town then there are a couple of very decent possibilities nearby:
Shoulder of Mutton, Shirland   https://www.facebook.com/ShoulderOfMuttonHallfieldgate

2 in south normanton - clock inn http://theclockinn.co.uk/  and devonshire arms http://www.the-devonshire-arms.co.uk/

cliff inn at crich https://www.facebook.com/cliffinncrich

and 2 in Ripley the pear tree http://www.beerintheevening.com/pubs/s/31/31677/Pear_Tree/Ripley
and the talbot taphouse http://www.amberales.co.uk/brewerytap/