SAP C_AIG_2412 Exam Practice Test Instant Access

Question 1

What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system? Note: There are 2 correct answers to this question.

ACarbon footprint

BFaithfulness

CSpeed

DRelevance

Answer : B, D

Question 2

Which of the following is a principle of effective prompt engineering?

AUse precise language and providing detailed context in prompts.

BCombine multiple complex tasks into a single prompt.

CKeep prompts as short as possible to avoid confusion.

DWrite vague and open-ended instructions to encourage creativity.

Answer : A

Question 3

Which neural network architecture is primarily used by LLMs?

ATransformer architecture with self-attention mechanisms

BRecurrent neural network architecture

CConvolutional Neural Networks (CNNs)

DSequential encoder-decoder architecture

Answer : A

Question 4

Which statement best describes the Chain-of-Thought (COT) prompting technique?

ALinking multiple Al models in sequence, where each model's output becomes the input for the next model in the chain.

BWriting a series of connected prompts creating a chain of related information.

CConcatenating multiple related prompts to form a chain, guiding the model through sequential reasoning steps.

DConnecting related concepts by having the LLM generate chains of ideas.

Answer : C

Question 5

How can few-shot learning enhance LLM performance?

ABy enhancing the model's computational efficiency

BBy providing a large training set to improve generalization

CBy reducing overfitting through regularization techniques

DBy offering input-output pairs that exemplify the desired behavior

Answer : D

Question 6

What capabilities does the Exploration and Development feature of the generative Al hub provide? Note: There are 2 correct answers to this question.

AAl playground and chat

BAutomatic model selection

CDevelop and debug ABAP code

DPrompt editor and management

Answer : A, D

Question 7

Which of the following sequence of steps does SAP recommend you use to solve a business problem using generative Al hub?

ACreate a basic prompt in SAP AI Launchpad
* Evaluate various models for the problem using generative-ai-hub-sdk
* Scale the solution using generative-ai-hub-sdk
* Create a baseline evaluation method for the simple prompt
* Enhance the prompts.

BCreate a basic prompt in SAP AI Launchpad
* Enhance the prompts
* Create a baseline evaluation method for the simple prompt
* Evaluate various models for the problem using generative-ai-hub-sdk
* Scale the solution using generative-ai-hub-sdk

CCreate a basic prompt in SAP AI Launchpad
* Scale the solution using generative-ai-hub-sdk
* Create a baseline evaluation method for the simple prompt
* Enhance the prompts
* Evaluate various models for the problem using generative-ai-hub-sdk

Answer : B

SAP C_AIG_2412 SAP Certified Associate - SAP Generative AI Developer Exam Practice Test