Shypd.aiThe largest open index of AI toolsAwesome-Knowledge-Distillation-of-LLMs is a curated list of papers focusing on knowledge distillation of large language models. It helps researchers and practitioners explore various distillation techniques and applications.
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Awesome-Knowledge-Distillation-of-LLMs provides a comprehensive, curated list of academic papers specifically on the topic of knowledge distillation for large language models (LLMs). The resource organizes these papers into distinct categories, including methods for knowledge elicitation and various distillation algorithms. It also delves into the practical applications of distillation, such as skill distillation and vertical distillation of LLMs. This makes it an invaluable resource for researchers and practitioners working in the field of Natural Language Processing (NLP) who are interested in optimizing and understanding LLM performance through distillation techniques.
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