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Related Questions
- What is a warm-up schedule, and why is it important for transformer models?
- How do I select the optimal warm-up steps for my transformer model?
- Can I use a fixed warm-up schedule for all transformer models, or does it depend on the specific model architecture and task?
- What are some common types of warm-up schedules for transformer models, such as linear or exponential decay, and how do I choose between them?
- How does the number of warm-up steps impact the model's performance on the downstream task?
- Can I adapt the warm-up schedule dynamically during training based on the model's performance, such as increasing or decreasing the number of warm-up steps?
- What are some tools or techniques for visualizing the training process and warm-up schedule to help me choose the best schedule for my transformer model?
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