this post was submitted on 26 Feb 2024
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Mildly Infuriating

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[–] TangledHyphae@lemmy.world 10 points 10 months ago (2 children)

Doesn't that suppress valid information and truth about the world, though? For what benefit? To hide the truth, to appease advertisers? Surely an AI model will come out some day as the sum of human knowledge without all the guard rails. There are some good ones like Mistral 7B (and Dolphin-Mistral in particular, uncensored models.) But I hope that the Mistral and other AI developers are maintaining lines of uncensored, unbiased models as these technologies grow even further.

[–] aidan@lemmy.world 2 points 10 months ago (1 children)

Or it stops them from repeating information they think may be untrue

[–] TangledHyphae@lemmy.world 1 points 10 months ago

I'm betting the truth is somewhere in between, models are only as good as their training data -- so over time if they prune out the bad key/value pairs to increase overall quality and accuracy it should improve vastly improve every model in theory. But the sheer size of the datasets they're using now is 1 trillion+ tokens for the larger models. Microsoft (ugh, I know) is experimenting with the "Phi 2" model which uses significantly less data to train, but focuses primarily on the quality of the dataset itself to have a 2.7 B model compete with a 7B-parameter model.

https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

In complex benchmarks Phi-2 matches or outperforms models up to 25x larger, thanks to new innovations in model scaling and training data curation.

This is likely where these models are heading to prune out superfluous, and outright incorrect training data.

[–] dev_null@lemmy.ml 1 points 10 months ago (1 children)

For what benefit?

No risk of creating a controversy if you refuse to answer controversial topics. Is is worth it? I don't think so, but that's certainly a valid benefit.

[–] shiftymccool@lemm.ee 1 points 10 months ago (1 children)

I think this thread proves they failed in not creating controversy

[–] dev_null@lemmy.ml 1 points 10 months ago* (last edited 10 months ago)

Hence I said I don't think it's worth it. You only get a smaller controversy about refusing to answer on a topic, rather than a bigger one because the answer was politically incorrect.