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Despite their name, large language models (LLMs) do more than just read and generate text. They're also a key component in AI image generators—not only are they essential for understanding user prompting, but they can also pull useful information from visuals, generate detailed descriptions, and combine text and images to enhance image understanding and solve more complex problems.