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Cake day: July 1st, 2023

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  • It’s a statistical model. Given a sequence of words, there’s a set of probabilities for what the next word will be.

    That is a gross oversimplification. LLM’s operate on much more than just statistical probabilities. It’s true that they predict the next word based on probabilities learned from training datasets, but they also have layers of transformers to process the context provided from a prompt to eke out meaningful relationships between words and phrases.

    For example: Imagine you give an LLM the prompt, “Dumbledore went to the store to get ice cream and passed his friend Sam along the way. At the store, he got chocolate ice cream.” Now, if you ask the model, “who got chocolate ice cream from the store?” it doesn’t just blindly rely on statistical likelihood. There’s no way you could argue that “Dumbledore” is a statistically likely word to follow the text “who got chocolate ice cream from the store?” Instead, it uses its understanding of the specific context to determine that “Dumbledore” is the one who got chocolate ice cream from the store.

    So, it’s not just statistical probabilities; the models’ have an ability to comprehend context and generate meaningful responses based on that context.


















  • Not quite, I think those just stream over Wi-Fi like Chromecast?

    Plex has a full media server application that your can run on a computer, and you can stream your media from it over the internet to any device that has the Plex client app.

    I have a Plex server set up and running on an old laptop in my bedroom with a huge library of movies and TV shows. It acts like basically any streaming service such as Netflix, but it’s my own stuff. I can watch from anywhere on any device that has a Plex client app. I can also send invitations to friends and family so they can access it, too.


  • Plex is just a media server. You have to acquire content through some other means, then you can host it on a Plex server and stream it to any device that has the Plex app installed.

    I have a Plex server that my entire family has logins for, and I put whatever movies or shows people are interested in. Basically you can make your own mini Netflix.