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Related Questions
- What are some common techniques for transferring knowledge from a pre-trained language model to a specific downstream task?
- How do you select the optimal hyperparameters for fine-tuning a pre-trained language model?
- What are some strategies for handling out-of-vocabulary words during fine-tuning?
- How does the choice of optimizer and learning rate schedule impact fine-tuning a pre-trained language model?
- What are some common methods for dealing with class imbalance during fine-tuning for classification tasks?
- Can you explain the concept of 'warm-starting' and its benefits in fine-tuning a pre-trained language model?
- How do you evaluate the performance of a fine-tuned pre-trained language model and what metrics are commonly used?
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