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Add the ability to host external models in the demo #38

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schmmd opened this issue Aug 28, 2018 · 0 comments
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Add the ability to host external models in the demo #38

schmmd opened this issue Aug 28, 2018 · 0 comments

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@schmmd
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schmmd commented Aug 28, 2018

Presently many users build models in their own source repositories. If we wanted to host such a model in the AllenNLP demo currently we would need to port it into http://github.com/allenai/allennlp itself. However this is often impractical or even unwanted.

One potential strategy for serving external models is to containerize each model behind a rest interface. This would also allow the demo to scale easier and it would allow us to isolate bad models (such as the model that's leaking memory in #37).

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