How to interpret IMDB sentiment predictions?

Part 1 (2018)
41

Thanks, this is the missing step:

42

What is m3 here? I opened a ticket (incorrectly, should have just come here to the forums) to ask about how to predict individual strings within the IMDB tutorial (https://github.com/fastai/fastai/issues/873), but there doesn’t seem to be a variable m3 in the notebook (at least not any more?). How do we best get the model object out of the learn object as shown in this notebook: https://github.com/fastai/fastai/blob/master/examples/text.ipynb ?

43

It is a model defined here: How to interpret IMDB sentiment predictions?. I believe it comes from the IMDb notebook originally though.

m3 = md2.get_model(opt_fn, 1500, bptt, emb_sz=em_sz, n_hid=nh, n_layers=nl, 
           dropouti=dropouti, dropout=dropout, wdrop=wdrop,
                       dropoute=dropoute, dropouth=dropouth)
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