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Related Questions
- What is catastrophic forgetting in LLMs and why is it a concern?
- How can LLMs be designed to prevent catastrophic forgetting?
- What are some techniques to mitigate catastrophic forgetting in LLMs, such as online learning and knowledge distillation?
- Can you explain the concept of synaptic intelligence and how it relates to preventing catastrophic forgetting?
- How do techniques like elastic weight consolidation and rehearsal learning address catastrophic forgetting in LLMs?
- What is the role of meta-learning in preventing catastrophic forgetting in LLMs, and how does it differ from other approaches?
- Can you discuss the trade-offs between preventing catastrophic forgetting and achieving good performance on new tasks in LLMs?
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