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Related Questions
- What is catastrophic forgetting and how does it impact the performance of LLMs?
- How does elastic weight consolidation (EWC) work and what are its key components?
- Can you explain the concept of rehearsal learning and its role in preventing catastrophic forgetting?
- How do EWC and rehearsal learning compare in terms of their effectiveness in addressing catastrophic forgetting?
- What are some common challenges associated with implementing EWC and rehearsal learning in LLMs?
- How do EWC and rehearsal learning handle the trade-off between preserving old knowledge and adapting to new tasks?
- Can you provide examples of how EWC and rehearsal learning have been applied in real-world LLM applications?
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