I would remove the stems beyong 2 or 3 good fruits so the plant can concentrate its energies on making those ripe and juicy. They need warmth and plenty of watering and feeding.
I grew some last year but, frankly, I can buy locally grown melons here that are very good, cheap and tasty and a lot less bovver. This year, no melons and 2 more pepper plants than last year.