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Related Questions
- What are some strategies to prevent catastrophic forgetting in LLMs during training?
- How can we incorporate knowledge retention mechanisms into our LLM architecture?
- What are the implications of gradient-based optimization on the forgetting problem in LLMs?
- Can you explain the concept of 'synaptic consolidation' in the context of LLMs and forgetting?
- How do we balance the trade-off between learning new information and retaining old knowledge in LLMs?
- What are some techniques for knowledge distillation that can help mitigate forgetting in LLMs?
- Can you discuss the role of episodic memory in preventing forgetting in LLMs during training?
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