بسم الله الرحمن الرحيم
(Fatwa: 832/797/SN=11/1436)
It is not lawful for you to borrow money from such a person you know that he is giving you qarz from the amount earned through unlawful source. Likewise it is also not lawful to take money from such a person who has both halal and haram income and the quantity of haram is more and both (halal and haram) are so mixed that cannot be separated from each other. (See: Fatawa Darul Uloom, 15/55, Mal-e-Haram Ke Sharai Ahkam, p. 142, Fatawa Mahmoodia 18/454, pub. Dhabel)
Allah knows Best!
Darul Ifta,
Darul Uloom Deoband