ViewModelFactory need

I'm doing some codelabs of kotlin fundamentals and I don't really get in android with the ViewModel why sometimes there seems to be a need of creating it through a ViewModelFactory. Here you can see the codelab which talks about this.

They just say to perform the initialization using the factory method pattern but I don't understand the why. Why do we need to use factory pattern? Is it because we need to pass some parameter to the ViewModel? Or is it for some other reason? Is every time we need to create a ViewModelFactory just to pass parameters to the ViewModel?

I've been looking for the answer, trying to confirm whether is just to pass extra parameters or is because of any other reason but still I'm not sure and I haven't found the answer.