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Related Questions
- What are the optimal ranges for learning rate and batch size in language model fine-tuning to minimize overfitting and underfitting?
- How does the choice of learning rate schedule affect the risk of overfitting and underfitting in language model fine-tuning?
- Can you explain the relationship between batch size and overfitting in language model fine-tuning, and how to determine the optimal batch size?
- What are some common hyperparameter tuning techniques for language model fine-tuning to avoid overfitting and underfitting?
- How does the choice of optimizer and regularization techniques impact the risk of overfitting and underfitting in language model fine-tuning?
- What is the effect of early stopping on overfitting and underfitting in language model fine-tuning, and how to implement it effectively?
- Can you discuss the trade-off between model capacity and overfitting in language model fine-tuning, and how to determine the optimal model capacity?
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