SAP C_AIG_2412 Exam Practice Test Instant Access

Question 1

Which of the following is a benefit of using Retrieval Augmented Generation?

AIt allows LLMs to access and utilize information beyond their initial training data.

BIt enables LLMs to learn new languages without additional training.

CIt eliminates the need for fine-tuning LLMs for specific tasks.

DIt reduces the computational resources required for language modeling.

Answer : A

Question 2

What are some advantages of using agents in training models? Note: There are 2 correct answers to this question.

ATo guarantee accurate decision making in complex scenarios

BTo improve the quality of results

CTo streamline LLM workflows

DTo eliminate the need for human oversight

Answer : B, C

Question 3

What are some use cases for fine-tuning of a model? Note: There are 2 correct answers to this question.

ATo introduce new knowledge to a model in a resource-efficient way

BTo quickly create iterations on a new use case

CTo sanitize model outputs

DTo customize outputs for specific types of inputs

Answer : A, D

Question 4

Which technique is used to supply domain-specific knowledge to an LLM?

ADomain-adaptation training

BPrompt template expansion

CRetrieval-Augmented Generation

DFine-tuning the model on general data

Answer : A

Question 5

What is a Large Language Model (LLM)?

AA rule-based expert system to analyze and generate grammatically correct sentences.

BAn Al model that specializes in processing, understanding, and generating human language.

CA database system optimized for storing large volumes of textual data.

DA gradient boosted decision tree algorithm for predicting text.

Answer : B

Question 6

What is the primary function of the generative Al hub in SAP's Al Foundation?

ATo serve as an abstraction layer to access a range of foundation Al models

BTo provide ready-to-use Al services for document processing

CTo store embeddings of unstructured data for semantic data retrieval

DTo manage the Al lifecycle efforts end-to-end

Answer : A

Question 7

You want to extract useful information from customer emails to augment existing applications in your company.

How can you use generative-ai-hub-sdk in this context?

AGenerate a new SAP application based on the mail data.

BGenerate JSON strings based on extracted information.

CGenerate random email content and send them to customers.

DTrain custom models based on the mail data.

Answer : B

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