Question 1

Which is a key advantage of using T-Few over Vanilla fine-tuning in the OCI Generative AI service?

Options :

A : Increased model interpretability

B : Enhanced generalization to unseen data

C : Faster training time and lower cost

D : Reduced model complexity

Answer: C

Question 2

Which of the following statements is true about OCI Generative AI service?

Options :

A : It provides pre-trained large language models (LLMs) only.

B : It allows fine-tuning pre-trained models with your own data.

C : It requires users to manage their own AI clusters for inference.

D : It is limited to text generation tasks only.

Answer: B

Question 3

In the context of OCI Generative AI, what is the primary function of the Retriever component in Retrieval Augmented Generation (RAG)?

Options :

A : To generate creative text formats like poems or code snippets.

B : To identify relevant passages from a large corpus of text data.

C : To fine-tune a pre-trained model for a specific task using your data.

D : To evaluate the quality and coherence of the generated text.

Answer: B

Question 4

When considering access control for OCI Generative AI resources, what role does IAM play?

Options :

A : IAM provides built-in security policies for all Generative AI functionalities.

B : IAM allows defining granular access permissions for users and groups.

C : IAM automatically authenticates users interacting with the Generative AI service.

D : IAM encrypts data at rest within the OCI Generative AI environment.

Answer: B

Question 5

How does the temperature setting in a decoding algorithm influence the probability distribution over the vocabulary?

Options :

A : Increasing the temperature flattens the distribution, allowing for more varied word choices.

B : Increasing the temperature removes the impact of the most likely word.

C : Temperature has no effect on probability distribution; it only changes the speed of decoding.

D : Decreasing the temperature broadens the distribution, making less likely words more probable.

Answer: A