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Related Questions
- What are the key differences between cosine and linear learning rate schedules in the context of fine-tuning pre-trained models?
- How does the cosine learning rate schedule adapt to the changing learning curve during the fine-tuning process?
- Can you explain the relationship between the cosine learning rate schedule and the model's capacity to generalize to new tasks?
- How does the cosine learning rate schedule compare to the exponential learning rate schedule in terms of convergence rate?
- What are the implications of using a cosine learning rate schedule for large-scale fine-tuning tasks?
- Can the cosine learning rate schedule be modified or combined with other schedules to improve convergence rate?
- What are the hyperparameters that need to be tuned when using a cosine learning rate schedule for fine-tuning pre-trained models?
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