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Related Questions
- How does the number of attention heads affect the capacity of a transformer model to capture contextual relationships in language?
- What is the impact of using a single attention head on the model's ability to handle long-range dependencies in a sentence?
- Can you explain the trade-off between using a single attention head and multiple attention heads in terms of training complexity and model efficiency?
- How does the use of multiple attention heads improve the model's ability to generalize to out-of-domain text?
- What is the effect of using a single attention head versus multiple attention heads on the model's ability to capture nuances of language, such as idioms and colloquialisms?
- Can you discuss the relationship between the number of attention heads and the model's ability to learn hierarchical representations of language?
- How does the use of multiple attention heads impact the model's ability to handle ambiguity and uncertainty in language?
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