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The aggregators in Nubia are pretrained to correlate with human judgement, so it should only be used for inference, but the idea is that you can use it as a loss function to optimize translation/image captioning/summarization. It’s too big for that as is but thats what we’re working towards.

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I think the question here is more along the lines of "If now, I have ,say, radiology reports, do I use Nubia out of the box or do I need to make it read radiology reports and have a sense of what high quality radiology reports look like before using it?"

oh I see thanks! will clarify.

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