Let the original lessee withdraw from the lease relationship and sign the lease contract directly with the lessor. The deposit involved can be directly re-paid to the lessor by you, and the original lessee can take the rent himself. If the original lessee has not withdrawn from the lease relationship, but you actually rent it, it belongs to sublease and needs the consent of the landlord.