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Related Questions
- What is knowledge distillation and how does it differ from traditional fine-tuning in LLMs?
- Can you explain the process of knowledge distillation and how it's used to transfer knowledge from a teacher model to a student model?
- How does knowledge distillation improve the performance of LLMs in downstream tasks?
- What are the advantages and disadvantages of using knowledge distillation for fine-tuning LLMs?
- Can you provide examples of scenarios where knowledge distillation is particularly useful in LLM fine-tuning?
- How does knowledge distillation relate to other techniques such as teacher-student learning and knowledge transfer?
- What are some common challenges and limitations of knowledge distillation in LLM fine-tuning, and how can they be addressed?
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