Jev is such a different approach where you have to be specific about what you want and which options are open. Really interesting how those things evolve in usable features for people.

Also with this example the speed of new launches based on a launch is just incredible.

This is true Jevons Paradox (hence the Jev name) there will be so many usecases, applications and even new jobs out of this.

Learned also that Jev was trained on 100%(!) synthetic data.

What a great time to be alive.

> Give it a real choice

As opposed to a fake choice?

I'm confused... This has no relation with the Jev team, isn't it?

It's trying to "emulate" Jev behavior using a regular small LLM model (Qwen3 0.6B or MiniCPM5 2B). And with the smallest model it takes like between half to two seconds to run in my M2 Max, so it's not super fast.

I mean, it's faster than asking to a regular LLM, but I think that's not proper to have Jev on the name (also legally...)

Edit: no shade, and I'll give it a try for some ideas. I'd also like to have an open weights Jev but I think the naming is misguiding. I also have to try Jev that, BTW, got access pretty quickly, less than a day I think...

Correct me if I'm wrong but Jev itself works pretty much the same as encoder only models.