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Related Questions
- What is the relationship between attention heads and the model's ability to capture complex dependencies in data?
- How does the number of attention heads affect the model's capacity to generalize to out-of-distribution data?
- Can you explain how the increase in attention heads impacts the model's ability to learn abstract representations of data?
- What are the implications of increasing attention heads on the model's capacity to handle long-range dependencies in sequential data?
- How does the increase in attention heads affect the model's ability to generalize to tasks that require multiple levels of abstraction?
- Can you discuss the trade-offs between increasing the number of attention heads and the model's computational efficiency?
- What are the potential risks of over-regularizing the model by increasing the number of attention heads, and how can they be mitigated?
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