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Related Questions
- How does the choice of learning rate affect the convergence of a pre-trained language model in fine-tuning?
- What are the common methods for adjusting the learning rate during fine-tuning of pre-trained language models?
- Can you explain the relationship between learning rate and the number of training epochs in fine-tuning a pre-trained language model?
- How does the learning rate impact the generalization performance of a fine-tuned language model on unseen data?
- What are the potential risks of using a high learning rate during fine-tuning of pre-trained language models?
- Can you describe the effect of learning rate decay on the performance of a fine-tuned language model?
- How does the learning rate interact with other hyperparameters, such as batch size and number of epochs, in fine-tuning a pre-trained language model?
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