• FooBarrington@lemmy.world
    link
    fedilink
    English
    arrow-up
    1
    ·
    1 year ago

    I can’t imagine they are. What would the training data of those models be? Why would you train the model when the user sent a request? Why would you wait responding to the request until the model is trained?

    • frezik
      link
      fedilink
      English
      arrow-up
      1
      ·
      1 year ago

      Often, these models are a feedback loop. The input from one search query is itself training data that affects the result of the next query.

      • FooBarrington@lemmy.world
        link
        fedilink
        English
        arrow-up
        1
        ·
        1 year ago

        Sure, but that’s not done with the kind of model this thread is about (separate training and inference). You’re talking about classical ML models with continuous updates, which you wouldn’t run on this kind of GPU infrastructure.