How can I restore the learner in another notebook at a different time.
I can do
But how do I first create learner.
In the notebook
lesson4-imdb.ipynb learner is created from model data.
But that means to restore the learner I first need to create model data using
md = LanguageModelData.from_text_files(PATH, TEXT, **FILES, bs=bs, bptt=bptt, min_freq=10)
I don’t understand when I have trained the weights then why do I need to keep the data still to restore the model weights. I should be able to create a learner and just load these weights back. NN are parametric models afterall!
I must be missing something obvious. If someone can point please.