I was taking a look at the tutorial on generating text with an RNN from the tensorflow website (https://www.tensorflow.org/text/tutorials/text_generation), and clicked the option to run on Google Colab. But when I tried running the full code I got overwhelmed with a multitude of errors. I thought I might have been doing something wrong, so I searched online, but found out that you are supposed to be able to just run the code without modification.
I figured it could just be that the way the new versions of tensorflow worked may have changed.

Would be very helpful to me if it could be fixed
many thanks