How to run ourresearch institution parser

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I am trying to run this ML model by ourresearch locally to proccess affiliation strings. I have downloaded the necessary files from aws that they say are necessary.

I have spent a lot of time trying to figure it out but I am not any wiser. I was expecting some sort of entry point but I dont seem to find one, or how else I can run it.

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