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Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions

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The exponential growth of Large Language Models (LLMs) continues to highlight the need for efficient strategies to meet ever-expanding computational and data demands. This survey provides a comprehensive analysis of two complementary paradigms: Knowledge Disti... ...