82. GPT: The Art of Predicting the Next Word
One model objective, stated simply: given all previous words, predict the next word. That is the complete description of GPT's training. No labels. No human annotations. No special setup. Just take any text, hide the last word, and train the model to predict it. Then hide the last two words. Then the last three. Repeat on three hundred billion tokens of internet text. The result is a model that learns grammar, facts, reasoning, coding conventions, mathematical patterns, writing styles, and arg...
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