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mvuksano | 2 years ago

I don't even care if it's reproducible or not. I care it gives me correct responses to my questions and that's all.

discuss

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ehnto|2 years ago

Isn't part of making it reproducible also part of ensuring correct results? Especially if we start putting these models into important systems. And if these models begin to update in an evergreen fashion, or utilize realtime data, getting verifiable or repeatable outputs will be a nightmare if we have no idea how to make these models repeatably.

visarga|2 years ago

> if we have no idea how to make these models repeatably

We have idea about how to reproduce but using deterministic training mode is very slow as it loses some optimisations.

diputsmonro|2 years ago

There's really no way to be sure that it will.