Well, nobody here is a statistician either. I'd be curious which source misled you to the assumption

you stated.

There is an assumption that the prediction errors (residuals) from the model should be normally

distributed (in the population from which the sample was drawn).

But if the sample size is large enough (about n > 30 or so), even that assumption can be

violated without negative consequences.

With kind regards

Karabiner