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A comment on OpenJev.

Re:OpenJev by mukundesh on Friday September 18, 2026 @09:41AM (#49754286)
I am not sure how this is JEV, but just a llm following the JEV api, as it is using standard LLMS. The main contribution of JEV is not the API but the model itself. Can someone please explain ?
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Re:OpenJev by cmrdporcupine on Friday September 18, 2026 @10:23AM (#49754845)
the models will come. or be fine tuned
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Re:OpenJev by deepsquirrelnet on Friday September 18, 2026 @01:34PM (#49757611)
I'm not sure anybody but people inside the company know if the model itself is a contribution. There's no publication and no architectural details. There's no benchmarks or comparisons published. You can do all of the things they claim with an LLM, not that I think that's what they did.

Likely they have some encoder (eg ModernBERT) trained to do late interaction or latent states along the lines of ColBERT, Perceiver IO or poly-encoders.

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