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Related Questions
- How does knowledge distillation affect the overall performance of large language models in terms of generalization?
- Can you explain the concept of catastrophic forgetting in LLMs and how knowledge distillation mitigates it?
- What is the relationship between knowledge distillation and the robustness of LLMs to out-of-distribution data?
- How does knowledge distillation influence the transferability of knowledge between LLMs with different architectures?
- What are the key factors that affect the effectiveness of knowledge distillation in reducing forgetting in LLMs?
- Can you discuss the trade-offs between knowledge distillation and other regularization techniques in LLMs?
- How does knowledge distillation impact the interpretability of LLMs, particularly in terms of understanding what knowledge is being retained and forgotten?
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