Question 1

What is the primary focus of a code model, a specialized type of LLM?

Options :

A : Generating different creative writing formats, like poems or scripts.

B : Translating natural languages into different languages with high accuracy.

C : Understanding and processing code written in various programming languages.

D : Interacting with humans in a conversational manner through text or voice.

Answer: C

Question 2

In the context of generating text with a Large Language Model (LLM), what does the process of greedy decoding entail?

Options :

A : Selecting a random word from the entire vocabulary at each step

B : Picking a word based on its position in a sentence structure

C : Choosing the word with the highest probability at each step of decoding

D : Using a weighted random selection based on a modulated distribution

Answer: C

Question 3

When fine-tuning a pre-trained model in OCI Generative AI, what does the T-Few technique offer?

Options :

A : Reduced training time compared to traditional fine-tuning methods.

B : Improved accuracy on tasks requiring large amounts of training data.

C : The ability to fine-tune models with a wider range of data formats.

D : Increased interpretability of the fine-tuned model-s decision-making

Answer: A

Question 4

Most relevant metric When evaluating the performance of semantic search in an LLM application built with OCI Generative AI?

Options :

A : The average time taken to retrieve documents from the vector database.

B : The number of documents retrieved for a given user query.

C : The accuracy of retrieved documents in addressing the user-s intent.

D : The similarity score between the query vector and the retrieved document vectors.

Answer: C

Question 5

Given the following prompts used with a Large Language Model, classify each as employing the Chain-of- Thought, Least-to-most, or Step-Back prompting technique.

1. Calculate the total number of wheels needed for 3 cars. Cars have 4 wheels each. Then, use the total number of wheels to determine how many sets of wheels we can buy with $200 if one set (4 wheels) costs $50.

2. Solve a complex math problem by first identifying the formula needed, and then solve a simpler version of the problem before tackling the full question.

3. To understand the impact of greenhouse gases on climate change, let’s start by defining what greenhouse gases are. Next, we’ll explore how they trap heat in the Earth’s atmosphere.

Options :

A : 1: Chain-of-Thought, 2: Step-Back, 3: Least-to-most

B : 1: Step-Back, 2: Chain-of-Thought, 3: Least-to-most

C : 1: Chain-of-Thought, 2: Least-to-most, 3: Step-Back

D : 1: Least-to-most, 2: Chain-of-Thought, 3: Step-Back

Answer: C

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