How to apply the trained model

[git4sun]

First of all, thanks for sharing the wonderful work. You did a great job.

What I need to do is to apply the trained model on an article. I used the package and trained a model for 7 days. The result on test set looks fine. But I don't know how to apply the model on new incoming text. I tried to read the downloader and merger code hoping to understand how to get the .bin file. But the downloader code doesn't process any file with "article" argument since all I have is ".story" files. And with the "highlight" argument, it created empty folders "articles" and "title". And with the directory setting, the cnn_dm_data_maker.py file does nothing. So I can't follow these code.

What options do I have to use the trained model on new text?

Thanks