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Related Questions
- How does a linear learning rate schedule compare to a cosine annealing schedule in terms of performance on transformer models?
- What are the common learning rate schedules used in transformer models, and how do they impact model convergence?
- Can you explain the effect of a warm-up phase on the performance of transformer models during training?
- How does the learning rate schedule affect the model's ability to generalize to unseen data?
- What is the impact of a stepwise learning rate schedule on the performance of transformer models compared to a constant learning rate?
- How do different learning rate schedules influence the model's ability to capture long-range dependencies in the input data?
- Can you discuss the role of learning rate schedules in stabilizing the training process of transformer models?
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