Whole dataset generated/saved on colab. RAM error when fed to model.fit but not when using a data generator, why?. What is the best practice?

Question

For this DL project, I am generating grayscale "images", which are actually numpys (over 50\'000 of around 3000 pixels each). At first, I generated them on my computer