Question 1

How are fine-tuned customer models stored to enable strong data privacy and security in the OCI Generative AI service?

Options :

A : Shared among multiple customers for efficiency

B : Stored in Object Storage encrypted by default

C : Stored in Key Management service

D : Stored in an unencrypted form in Object Storage

Answer: B

Question 2

Which statement best describes the role of encoder and decoder models in natural language processing?

Options :

A : Encoder models and decoder models both convert sequences of words into vector representations without generating new text.

B : Encoder models are used only for numerical calculations, whereas decoder models are used to interpret the calculated numerical values back into text.

C : Encoder models convert a sequence of words into a vector representation, and decoder models take this vector representation to generate a sequence of words.

D : Encoder models take a sequence of words and predict the next word in the sequence, whereas decoder models convert a sequence of words into a numerical representation.

Answer: C

Question 3

When creating a model endpoint in OCI Generative AI, what information is mandatory to specify?

Options :

A : The specific hardware configuration required for the endpoint.

B : The pre-trained model you want to use without modification.

C : The fine-tuned model you want to deploy for real-time inference.

D : The validation dataset used during the fine-tuning process.

Answer: C

Question 4

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 5

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

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