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Jeff – Jev-compatible 0.8B decision models, trained at home, ~30 ms

575 points · 225 comments · firelex

  1. adrithmetiqa · · focus · HN ↗
    Forgive my lack of understanding but how long before Jev type functionality is just built straight into all frontier models?
    1. bigyabai · · focus · HN ↗
      BeRT and FLAN-T5 were used as classifiers 5-7 years ago, they were technically "frontier" for their time.
      1. alanwreath · · focus · HN ↗
        This is the exact comment I’ve been waiting for, what is the difference between classifiers and jev?
        1. yfontana · · focus · HN ↗
          Jev is a classifier. The big thing about it is that it has high accuracy on domains it wasn't fine-tuned for, like an LLM, but with speed and cost comparable to traditional classifiers.
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