آزاد نے 1980 میں، کشمیر کے مشہور گلوکارہ شمیم دیو آزاد سے شادی کی۔ ان کی دو اولاد ہیں، فرزند صدام اور دختر صوفیہ نبی آزاد۔<ref>[http://indiatoday.intoday.in/story/power-girl/1/146822.html Power girl<!-- خودکار تخلیق شدہ عنوان -->]</ref><ref>[http://www.fashionscandal.com/2012/11/ghulam-nabi-azads-son-to-wed-dlf-supremos-grand-daughter/{{Cite web |title=Ghulam Nabi Azad’s Son To Wed DLF Supremo’s Grand-daughter – Fashion Scandal<!-- خودکار تخلیق شدہ عنوان -->] |url=http://www.fashionscandal.com/2012/11/ghulam-nabi-azads-son-to-wed-dlf-supremos-grand-daughter/ |access-date=2015-03-18 |archive-date=2014-02-09 |archive-url=https://web.archive.org/web/20140209231803/http://www.fashionscandal.com/2012/11/ghulam-nabi-azads-son-to-wed-dlf-supremos-grand-daughter/ |url-status=dead }}</ref><ref>{{Cite web |url=http://articles.timesofindia.indiatimes.com/2007-07-28/news-interviews/27987749_1_ghulam-nabi-azad-chief-minister-foreign-university |title=Sofiya Azad loves talking {{!}} Hindi Movie News – Times of India<!-- خودکار تخلیق شدہ عنوان --> |access-date=2015-03-18 |archive-date=2014-02-12 |archive-url=https://archive.today/20140212191430/http://articles.timesofindia.indiatimes.com/2007-07-28/news-interviews/27987749_1_ghulam-nabi-azad-chief-minister-foreign-university |url-status=dead }}</ref><ref>{{Cite web |url=http://www.hindu.com/2005/11/04/stories/2005110403291500.htm |title=The Hindu : National : My dad will do well, says Azad's daughter<!-- خودکار تخلیق شدہ عنوان --> |access-date=2015-03-18 |archive-date=2006-08-27 |archive-url=https://web.archive.org/web/20060827224635/http://www.hindu.com/2005/11/04/stories/2005110403291500.htm |url-status=dead }}</ref>