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Related Questions
- What are some common challenges or limitations of fine-tuning a pre-trained language model?
- Can you explain catastrophic forgetting in the context of language model fine-tuning?
- What are some techniques used to mitigate catastrophic forgetting when fine-tuning a language model?
- How does the size of the pre-trained language model affect its fine-tuning and the risk of catastrophic forgetting?
- Can you discuss the impact of task-specific data on the fine-tuning process and the risk of catastrophic forgetting?
- What are some strategies for preventing overfitting when fine-tuning a pre-trained language model?
- How does the level of domain adaptation required for fine-tuning impact the risk of catastrophic forgetting?
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