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Related Questions
- How do warm-up learning rates affect the convergence of transformer models during pre-training?
- Can you explain why warm-up learning rates are necessary for transformer models, and what happens if they are not used?
- What is the relationship between warm-up learning rates and the quality of the pre-trained model?
- How do warm-up learning rates impact the performance of transformer models on downstream tasks such as language translation and question-answering?
- What are the common techniques used to implement warm-up learning rates in transformer models, and how do they differ from each other?
- How does the choice of warm-up learning rate schedule impact the performance of transformer models on specific downstream tasks?
- Can you provide examples of how warm-up learning rates have been used in successful applications of transformer models, and what benefits they provided?
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