TypeError: parameters() missing 1 required positional argument: 'self'

Part 2 (2019)
2

You need to pass TextLearner a model. AWD_LSTM is a function that will help you create a model, but isn’t a model by itself.

You should be able to do something like this (with your real values):

model = AWD_LSTM(vocab_sz=10, emb_sz=10, n_hid=10, n_layers=10)