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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compare and contrast the differences between gpt-2 and gpt-3.
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gpt-2 and gpt-3 are both state-of-the-art ai language models developed by openai. gpt-2 is the predecessor to gpt-3 and was trained on 40 gb of text data from the web. gpt-3 is significantly larger than gpt-2, having been trained on a much larger dataset with 175 billion parameters. gpt-3 has a more sophisticated architecture and uses a combination of self-attention and transformers to capture more complex relationships between text. gpt-3 has been shown to generate higher-quality text than gpt-2, making it preferable for many tasks such as text summarization and dialogue.
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