as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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explain how a gpt language model works with an example.
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a gpt (generative pre-trained transformer) language model works by using a self-attention mechanism to combine the context of a given text with its preceding text thus making it adept in predicting a suitable next word or sentence. for example, if the preceding sentence is "the dog was looking for," a gpt language model may suggest "food" as the subsequent word with a high rate of confidence.
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