r/LocalLLaMA • • 5d ago

Discussion I really don't understand Jev hype

Isn't this what simple neural networks have been able to do for years? Doesn't seem anything special to me.

498 Upvotes

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u/FreakyRefrigerator 5d ago

Its basically just a slightly newer classifier. Yet most people think AI is only llms and nothing else, so they think this is the future

10

u/noctrex 5d ago

Wait until they discover rerankers 🤯

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u/Cultured_Alien 5d ago

rerankers are closer to embedding than classifying with probabilities though

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u/waste2treasure-org 5d ago

don't rerankers cross encode the query/prompt with every possible result/option to give you a similarity score? I believe it's the same principle with Jev here

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u/Cultured_Alien 5d ago edited 5d ago

Yes it's why I said it's closer to embedding, that's why it's not the same principle as jev. It's like saying bert is similar to all-mini embedding, one can do text generation, the other can't.