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by wolterlw 1837 days ago
If this becomes something like huggingface for Computer Vision - awesome. For now, it's a shame model descriptions seem to often be lifted straight from README.

Having a more standardized description, something like model cards [1] (CV example [2]) would be hugely beneficial IMO.

[1] https://arxiv.org/pdf/1810.03993.pdf

[2] https://drive.google.com/file/d/1f39lSzU5Oq-j_OXgS67KfN5wNso...

3 comments

I hadn't heard of model cards before - thanks for the link!

I wonder how feasible it would be to develop some formal ontology to describe the capabilities of models and attach them to model cards.

That could open up some interesting applications:

* automated search for a set of models to accomplish some task

* a human usable search engine for finding specific models

EDIT: to complete a sentence

They looks quite similar. What did you find useful in this card and can't get from a model description?
It's a good suggestion, thanks.