Decoder-only transformers, used in systems like ChatGPT, employ masked self-attention to process sequences without looking ahead, ensuring each word only considers preceding words. This auto-regressive approach is crucial for generating text step-by-step based on previous context, enabling effective language modeling and prediction.
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