Buy-in refers to the lump sum you have to pay the partnership when you join them. It’s not a “period” but a monetary sum. Some new partners do not have that kind of cash upfront, so they take a loan from other partners / take a private loan.

Most of their profit sharing from the first few years will go towards repaying this loan.