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OpenJev

722 points · 296 comments · ilreb

  1. wuhhh · · focus · HN ↗
    I don't understand how this is different from oai "structured output" (and whatever the similar paradigm was on Sonnet ~3.7 back then) which everyone moved on from. On their gh they say:

    "Jev is TypeSafe's closed service for runtime-defined semantic decisions. This project reproduces that interface pattern with open models; it does not reproduce Jev's undisclosed model or training"

    As someone else pointed out it isn't actually Jev... can someone enlighten me

    1. orbital-decay · · focus · HN ↗
      It's a non-instruction-tuned classifier model trained on a confidence-aware RL variety that generates its own schema and follows it, with a confidence score output. Think BERT on crack, smart enough to be used as a decision maker (conceptually). They call it "not an LLM" because it's non-generative but of course it's a language model in the same way all non-instruction-tuned classifiers are.
      1. 3abiton · · focus · HN ↗
        This is a great evolution in the right direction compared to LLM + pydantic and temperature 0.
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