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Related Questions
- What is the relationship between the number of attention heads and the model's capacity to capture contextual information?
- Can you explain how the attention mechanism helps the model to focus on relevant parts of the input sequence?
- How does the use of multiple attention heads improve the model's ability to model complex relationships between input tokens?
- What are the implications of increasing the number of attention heads on the model's computational requirements?
- Can you discuss the trade-offs between increasing the number of attention heads and model capacity?
- How does the number of attention heads affect the model's ability to generalize to out-of-distribution data?
- What are some common techniques used to optimize the number of attention heads for a given task?
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