ChatGPT

121. What is the role of the attention mechanism in GPT models?
a) To improve the model’s ability to understand context.
b) To reduce the impact of noise in the input data.
c) To increase the model’s computational efficiency.
d) To improve the model’s accuracy on specific tasks.

122. Which of the following is a technique used to reduce the impact of bias in GPT models?
a) Fine-tuning the model on a specific dataset.
b) Training the model on a diverse set of data.
c) Limiting the amount of data used to train the model.
d) Using a smaller model architecture.

123. Which of the following is a challenge associated with using GPT for text generation?
a) Ensuring that the generated text is grammatically correct and free of spelling errors.
b) Avoiding repetition or inconsistency in the generated text.
c) Generating text that is relevant and informative to the user.
d) All of the above.

124. What is the primary advantage of using a Transformer-based architecture like GPT?
a) Transformers are more computationally efficient than other architectures.
b) Transformers are better at capturing long-term dependencies in data.
c) Transformers require less training data than other architectures.
d) Transformers are less prone to overfitting than other architectures.

125. Which of the following is a disadvantage of using GPT for text generation?
a) GPT-generated text is often too verbose or redundant.
b) GPT-generated text can be difficult for humans to understand.
c) GPT-generated text can be biased or offensive.
d) GPT-generated text lacks creativity or originality.