9.2.1.2 - Transformers (like GPT)
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Practice Questions
Test your understanding with targeted questions
What is a transformer in AI?
💡 Hint: Think about how AI understands language.
What component of transformers processes input data?
💡 Hint: Start with the process of input before generating output.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main function of a transformer model?
💡 Hint: Focus on what makes transformers different from traditional models.
True or False: The decoder in a transformer primarily focuses on processing input data.
💡 Hint: Consider the roles of encoder and decoder in the architecture.
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Challenge Problems
Push your limits with advanced challenges
Design a new application of transformers beyond text generation, and explain how it would function.
💡 Hint: Think about what kind of data can be interpreted in a parallel way.
Analyze a scenario where bias in transformer models can affect the results. Propose a method to mitigate this issue.
💡 Hint: Consider how data representation impacts model learning.
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