At this size (~400 million parameters), does it become viable running directly on CPU?

This is crying out to become an Excel or LibreOffice Calc add-in

Pangram believes this text was authored with an LLM:

https://www.salahadawi.com/hacker-news-ai-detector/49765348

paper the reddit OP "published" (their words on reddit) to arxiv (before they put the vouching process in place). It's what you expect if you click through.

https://arxiv.org/pdf/2503.23303

Does not appear to be like what Jev is doing, they talk about RAG and embeddings and orchestrators (the stuff that was cool 1 year ago), no talk of system 1 vs 2 (before Jev), whereas Jev is apparently just a model.

There is a vLLM PR introducing Jev like capabilities for diffusion models (and more, have not delved deeply)

https://github.com/vllm-project/vllm/pull/57250

I feel strong Schmidhuber vibes here.

Jev is targeted to end users, and the tooling is really great. Unfortunately publishing papers without code or tooling or APIs will not attract the crowd as they want something usable quickly. That said, being second in this space is not the end of the world and the race is still on. If there is API access and proper tooling support like Jev, then it can win the game based on merit and not just marketing.

but now you got the attention. It is alright. Few remember Atanasof too.

Where can I subscribe to a hosted version of this? I don’t want to host my own GPU.

thank you for your work