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The Education Dialogue dataset comprises dialogues generated by Gemini Ultra, occurring between teachers and students. Teachers are prompted to teach specific topics, while students are prompted with their learning preferences. The dataset includes 40,000 training examples and 7,234 test examples, each consisting of a complete teacher‑student conversation with metadata on the topic and teacher/student preferences.