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Clef: Open-weight decision models, and new RL fine-tuning platform

637 points · 217 comments · jasondavies

  1. okpatil · · focus · HN ↗
    Why give cloudflare your data ?

    At0M: A 60M local Jev at 16 ms latency and 79% accuracy on Typed Decision

    <a href="https:&#x2F;&#x2F;at0m.pienomial.com&#x2F;" rel="nofollow">https:&#x2F;&#x2F;at0m.pienomial.com&#x2F; <a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=49920350">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=49920350

    1. afzalive · · focus · HN ↗
      Well, for one, that one&#x27;s not released as far as I can tell.
      1. okpatil · · focus · HN ↗
        It&#x27;s open for benchmarking. V1 release next week.

        Businesses are built on outliers. It doesn&#x27;t make sense throwing your hard earned insights while paying them money to steal it.

        Also, cloudflare <a href="https:&#x2F;&#x2F;robindev.substack.com&#x2F;p&#x2F;cloudflare-took-down-our-website" rel="nofollow">https:&#x2F;&#x2F;robindev.substack.com&#x2F;p&#x2F;cloudflare-took-down-our-web...

    2. dcastm · · focus · HN ↗
      What’s the context window?
      1. okpatil · · focus · HN ↗
        32K
    3. cootsnuck · · focus · HN ↗
      If it&#x27;s 60M local, is it open source as well?
      1. okpatil · · focus · HN ↗
        It is a single rust executable, with model embedded inside of it. Current evaluation API is being run by the same.

        We wanted to stress test the system before the V1 release.

        1. Ciph · · focus · HN ↗
          It runs locally, but will weights be available?
          1. okpatil · · focus · HN ↗
            Of course yes. They will be inside the executable.
    4. kamranjon · · focus · HN ↗
      This account was created only a couple weeks ago and seems to be spamming this closed model, seems it might be a bot?
      1. okpatil · · focus · HN ↗
        Actually it was created around 12 years ago. We just launched the model around 3 days ago.

        Apologies if it is too much of a bother.

    5. Transformanshen · · focus · HN ↗
      It hasn&#x27;t been released yet, and local versions aren&#x27;t always convenient
      1. okpatil · · focus · HN ↗
        The same engine is is available as an evaluation API.

        curl -s -X POST <a href="https:&#x2F;&#x2F;at0m.pienomial.com&#x2F;decide&#x2F;v0" rel="nofollow">https:&#x2F;&#x2F;at0m.pienomial.com&#x2F;decide&#x2F;v0 \ -H &#x27;Content-Type: application&#x2F;json&#x27; \ -d &#x27;{ &quot;state&quot;: &quot;Charged twice for the same card payment this morning.&quot;, &quot;questions&quot;: { &quot;queue&quot;: {&quot;type&quot;:&quot;choice&quot;, &quot;instructions&quot;:&quot;Which team should handle this?&quot;, &quot;criteria&quot;: {&quot;billing&quot;:&quot;invoices, charges, refunds&quot;, &quot;technical&quot;:&quot;outages, bugs, deploys&quot;, &quot;fraud&quot;:&quot;unauthorised or suspicious activity&quot;}}, &quot;urgent&quot;: {&quot;type&quot;:&quot;noul&quot;, &quot;instructions&quot;:&quot;Needs action today.&quot;}}, &quot;email_id&quot;: &quot;you@example.com&quot;}&#x27;

        If it fits your use case, you are welcome to use it.

        When it is a rust standalone rust executable, as it is powering the API, it becomes just plug and play. No dependencies needed.

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