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Large Language Models · Quiz 2 · 24 Mar 2024 · January 2024 term

Question 5: Suppose we have two decoder-only models, namely Model A a…

Question 5

+4 marksOne or more correct options

Suppose we have two decoder-only models, namely Model A and Model B. Assume we have two datasets, one for unsupervised pre-training (Web-Text) and the other for supervised training (text summarization). Model A was trained directly on the training set of the supervised dataset. Model B was trained on the pre-training dataset using the CLM objective. Suppose we want to test the performance of both models on the test set of summarization task. Then choose the correct statements

Select all that apply.

  1. A

    Model A can directly be used on the test set

  2. B

    It is possible to use Model B directly on the test set without fine-tuning on the training set

  3. C

    Model B should be fine-tuned first on the training set and then use the test set.

Show answer

Correct answers

  • A

    Model A can directly be used on the test set

  • B

    It is possible to use Model B directly on the test set without fine-tuning on the training set

Question 5 of 14 in the IIT Madras BS Large Language Models (LLM) Quiz 2 paper sat on 24 Mar 2024, in the January 2024 term (IIT M DEGREE AN EXAM QDB2 24 Mar 2024). It carries 4 marks.

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