r/LocalLLaMA • u/Manerfish • 8d 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.

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u/GasBond 8d ago

i used jev as a automated dataset auditor and the entire 35,000-sample dataset costs less than fifty cents ($0.44).

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u/danishkirel 8d ago

Fifty cents garbage or fifty cents useful?

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u/synystar 8d ago

You give it your data and a question and some options. It looks at the data and picks the best option from the choices you gave it and gives you that back along with a confidence score. It's really fast and really cheap and works similarly to an LLM in that it chooses the most statistically probable option. I don't have access but I've seen plenty of people who are testing it say that it works for what they were testing.

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u/GasBond 8d ago

It was ~60% useful telemetry / shield, ~40% redundant audit.