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Related Questions
- What are the primary benefits of using multiple attention heads in self-attention mechanisms?
- How does the number of attention heads impact the computational complexity of self-attention mechanisms?
- Can you explain the relationship between the number of attention heads and the quality of the model's output?
- What is the typical trade-off between the number of attention heads and model capacity in self-attention mechanisms?
- How does increasing the number of attention heads affect the model's ability to capture long-range dependencies?
- What are some common techniques used to mitigate the increased memory usage associated with multiple attention heads?
- Can you discuss the implications of using a large number of attention heads on model interpretability?
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