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Related Questions
- What are the trade-offs between increasing the number of attention heads and model capacity in self-attention mechanisms?
- How does the number of attention heads impact the training time and memory complexity of transformer models?
- Can you explain the relationship between the number of attention heads and the embedding dimension in self-attention models?
- What are some strategies for reducing memory complexity in self-attention, and how do they relate to the number of attention heads?
- How does the number of attention heads affect the performance of self-attention models on different types of tasks, such as machine translation and text classification?
- What is the optimal number of attention heads for minimizing memory complexity in self-attention, and why?
- Can you discuss the impact of increasing the number of attention heads on the interpretability of self-attention models?
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