If it is just borrowing funds from multiple people for production activities, it will not be considered as the crime of illegally absorbing public deposits. The subject of this crime can be a natural person or an entity.
As for whether you still need to bear corresponding legal responsibility, this involves the issue of *** and this crime. Because the company's external financing is conducted in the name of the company, what you have to do is to do your essential work and not violate the accounting practice rules. Assuming that your company has committed this crime, then you have to look at whether you have any interests in the behavior of shareholders, directors, and senior managers in the process of your company illegally absorbing public deposits, and whether you have played a helpful role. Wait, does it meet the constituent elements of the same crime? If so, then you will have to bear responsibility for your actions. It is recommended that you meet with a lawyer for consultation. You will not receive comprehensive legal assistance for the questions you ask.