Understanding How Language Models Manage Text and Context
https://ace-wiki.win/index.php/Understanding_How_Language_Models_Manage_Text_and_Context
Diving into how language models handle text and context feels like peeking behind the curtain of a digital mind. They break down words into pieces, track relationships through attention, and use context from nearby words to decide what comes next. For example, when I write 'bank,' the model figures out if I mean a riverbank or a financial bank by looking at surrounding words. It's a complex dance of patterns and probabilities that lets AI grasp nuance and generate coherent responses.