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Unpacking the HF in RLHF

maestroai.substack.com

4 points by jbcranshaw 3 years ago · 3 comments

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jbcranshawOP 3 years ago

Some observations on a few ways different people actually gather feedback from humans in practice to improve LLMs. Sure I've missed some here, so let me know.

  • PaulHoule 3 years ago

    I think tying the feedback to a task is the way to go. I don't know exactly what they do with it but my son is a fan of Craiyon and Craiyon shows you a few images it generated and encourages you to favorite the best ones. I'm sure you could RLHF an image generator too.

    See my comment on this thread

    https://news.ycombinator.com/item?id=35069965

    I'd be glad to chat more (see my profile) but I think as much as people think there is a scalability advantage to a big co training one big model the problems of pleasing everybody, particularly advertisers, are terrible but a personal model that pleases one person might be easy with recent tech.

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