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Related Questions
- Can refinement iterations lead to overfitting in language models, resulting in catastrophic forgetting?
- How do multiple refinement iterations affect the learning dynamics of language models?
- Can refinements exacerbate the trade-off between learning new tasks and forgetting old ones?
- What techniques can be used to mitigate the effects of catastrophic forgetting in language models undergoing refinement iterations?
- How does the frequency and scope of refinement iterations impact the likelihood of catastrophic forgetting?
- Can refinement iterations cause language models to specialize in specific tasks, leading to forgetting in other areas?
- What role does dataset size and diversity play in the risk of catastrophic forgetting during refinement iterations?
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