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ChatGPT, LLMs, and AI — #29
Manifold
Neural Networks - How to Optimize a Neural Net
The training of these large language models has produced neural nets with hundreds of billions of connections, which can faithfully map individual words, sentences, paragraphs. And it even memorizes in some sense facts that are contained inside the original training corpus. Both individual facts are memorized, but also the structure of the neural net allows it to process information, the way a human brain would process language.
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