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Related Questions
- What are the advantages and disadvantages of fine-tuning a pre-trained language model compared to training from scratch?
- How does fine-tuning compare to transfer learning in terms of model performance and computational resources?
- What are the trade-offs between fine-tuning and training from scratch in terms of model complexity and interpretability?
- Can you explain the concept of catastrophic forgetting in fine-tuning and how it can be mitigated?
- How does fine-tuning affect the model's ability to generalize to new tasks and domains?
- What are the implications of fine-tuning on the model's bias and fairness?
- Can you discuss the role of hyperparameter tuning in fine-tuning and its impact on model performance?
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