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Related Questions
- What is the purpose of using a learning rate schedule in transformer models?
- How does a linear learning rate schedule compare to a cosine schedule in terms of its impact on training speed and model performance?
- Can you provide an example of a linear learning rate schedule and how it would be implemented in a transformer model?
- How does the cosine learning rate schedule adapt to the decreasing loss during the training process?
- What are the advantages and disadvantages of using a cosine learning rate schedule compared to a linear schedule?
- How can the choice of learning rate schedule affect the training stability and convergence of a transformer model?
- Are there any other types of learning rate schedules commonly used in transformer models besides linear and cosine?
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