Question 1

How does the utilization of T-Few transformer layers contribute to the efficiency of the fine- tuning process?

Accepted Answer

Correct answer: D

Question 2

What do prompt templates use for templating in language model applications?

Accepted Answer

Correct answer: B

Question 3

Given the following code: chain = prompt | llm
Which statement is true about LangChain Expression Language (LCEL)?

Accepted Answer

Correct answer: C

Question 4

Which is the main characteristic of greedy decoding in the context of language model word prediction?

Accepted Answer

Correct answer: D

Question 5

Analyze the user prompts provided to a language model. Which scenario exemplifies prompt injection (jailbreaking)?

Accepted Answer

Correct answer: A

Question 6

What is LCEL in the context of LangChain Chains?

Accepted Answer

Correct answer: C

Question 7

You create a fine-tuning dedicated AI cluster to customize a foundational model with your custom training data. How many unit hours are required for fine-tuning if
the cluster is active for 10 days?

Accepted Answer

Correct answer: CE

Question 8

Which statement is true about string prompt templates and their capability regarding variables?

Accepted Answer

Correct answer: C

Question 9

Which statement describes the difference between "Top k" and "Top p" in selecting the next token in the OCI Generative AI Generation models?

Accepted Answer

Correct answer: B

Question 10

What does in-context learning in Large Language Models involve?

Accepted Answer

Correct answer: C