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- Hacker News
- Anything like this in the VLM side? Classification on images...by drzhouq
- Von 1.2 had a better Doom score :Dby k__
- Isn't jev just a less nuanced classifier? What am I missing?
- This type of project looks extremely useful. There was a lot of buzz around Jev, but having models that run locally and can be fine-tuned is extremely helpful.by danbrooks
- Typesafe has been quite about the underlying technology behind Jev. Given the speed and cost my hypothesis is that it doesn’t input tokens the way that LLMs do, ie iterating over every word and drawing the connections between each. That is an o(n^2) problem which is why LLMs are so expensive as they scale.by velominati
- What proportion of commercial LLM use is classification? I'm just wondering what happens to business AI spending/data centre usage when they realise they don't need full LLMs.by trebligdivad
- I compared it to Jev in my current use cases and it's very inaccurate. 70% vs 94% . for classification, it's unacceptable.
- Forgive my lack of understanding but how long before Jev type functionality is just built straight into all frontier models?by adrithmetiqa