I highly recommend Andrej Karpathy's Deep Dive into LLMs like ChatGPT: https://youtu.be/7xTGNNLPyMI. It's a 3.5 hour general intro to the topic that I think does a great job of making sense of the tech and how it works under the hood, without needing to build up a foundation of math and programming.
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