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Related Questions
- How does hyperparameter selection impact the performance of a pre-trained language model during fine-tuning?
- Can you explain the relationship between hyperparameter tuning and the amount of fine-tuning required for a pre-trained language model?
- What are the most critical hyperparameters to consider when fine-tuning a pre-trained language model, and how do they affect the model's performance?
- How does hyperparameter selection influence the trade-off between model performance and computational resources during fine-tuning?
- Can you discuss the role of learning rate, batch size, and number of epochs in hyperparameter selection for fine-tuning pre-trained language models?
- How does the choice of hyperparameters affect the convergence rate of a pre-trained language model during fine-tuning?
- What are some common techniques used to select optimal hyperparameters for fine-tuning pre-trained language models, and how do they work?
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