Quiz Space

Large Language Models · Quiz 1 · 25 Feb 2024 · January 2024 term

Question 8: Suppose we run the pre-trained GPT model in an autoregres…

Question 8

+4 marksOne correct option

Suppose we run the pre-trained GPT model in an autoregressive fashion for generating a text sequence. Then, the statement that “ We do not need to add the positional embedding to the predicted tokens at every time step” is

  1. A

    TRUE

  2. B

    FALSE

Show answer

Correct answer

  • A

    TRUE

Question 8 of 15 in the IIT Madras BS Large Language Models (LLM) Quiz 1 paper sat on 25 Feb 2024, in the January 2024 term (IIT M DEGREE AN2 EXAM QDB2 25 Feb 2024). It carries 4 marks.

More questions from this paper

  1. Q1Consider a vocabulary \mathcal{V} = (A, T, C, G) and the corresponding embedding matrix E = \begin{bmatrix} 1 & 0 \ 0 &…
  2. Q2Consider a vocabulary \mathcal{V} = (A, T, C, G) and the corresponding embedding matrix E = \begin{bmatrix} 1 & 0 \ 0 &…
  3. Q3Consider a vocabulary \mathcal{V} = (A, T, C, G) and the corresponding embedding matrix E = \begin{bmatrix} 1 & 0 \ 0 &…
  4. Q4Consider a vocabulary \mathcal{V} = (A, T, C, G) and the corresponding embedding matrix E = \begin{bmatrix} 1 & 0 \ 0 &…
  5. Q5Consider the following configuration for the Vannila transformer architecture with one encoder layer and one decoder la…
  6. Q6Consider the following configuration for the Vannila transformer architecture with one encoder layer and one decoder la…
  7. Q7Figure question
  8. Q9Suppose we have a dataset for machine translation tasks with thousands of samples. Suppose a team considers training th…
  9. Q10A team trained a Language model using the GPT architecture using a large corpus of text. The model configurations are g…
  10. Q11Choose the correct statements
  11. Q12Figure question
  12. Q13Consider a GPT model used for Causal language modelling. We feed the input sentence “This is a cool idea” to the model …
  13. Q14Consider a GPT model used for Causal language modelling. We feed the input sentence “This is a cool idea” to the model …
  14. Q15The statement that “the Next Sentence Prediction (NSP) task requires the BERT model to run autoregressively given the f…