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Related Questions
- Can you explain the concept of catastrophic forgetting in large language models and how it affects their performance over time?
- How does knowledge distillation help alleviate the issue of catastrophic forgetting in large language models?
- What is the relationship between knowledge distillation and online learning in the context of large language models?
- Can you provide examples of how knowledge distillation can be applied to large language models to prevent catastrophic forgetting?
- How does knowledge distillation compare to other methods for preventing catastrophic forgetting in large language models?
- What are the benefits and limitations of using knowledge distillation to prevent catastrophic forgetting in large language models?
- Can you discuss the role of soft targets in knowledge distillation and how they contribute to preventing catastrophic forgetting?
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