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Understanding LLMs: What They Are and Business Applications

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What is a Large Language Model?

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    Definition of LLMs as instances of foundation models.

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    Pre-trained on large datasets to produce adaptable outputs.

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    Equipped to handle terabytes and petabytes of text data.

How Do Large Language Models Work?

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    Components include data, architecture, and training.

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    Utilizes transformer architecture for understanding context.

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    Trained by predicting subsequent words in text sequences.

Business Applications of LLMs

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    Used in customer service chatbots to manage queries.

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    Aids in content creation for articles, emails, and scripts.

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    Assists in software development by generating and reviewing code.

How Large Language Models Work