Higher Test Marks with Free Online 1Z0-1127-25 Exam Practice

Assess the CertsIQ’s updated 1Z0-1127-25 exam questions for free online practice of your Oracle Cloud Infrastructure 2025 Generative AI Professional test. Our Oracle Generative Foundations Associate 1Z0 1127 25 dumps questions will enhance your chances of passing the Oracle Cloud Infrastructure certification exam with higher marks.

Question 1

Why is it challenging to apply diffusion models to text generation?

Options :

A : Because text generation does not require complex models

B : Because text is not categorical

C : Because text representation is categorical unlike images

Answer: C

Question 2

During LLM training, how does the backpropagation algorithm contribute to model improvement?

Options :

A : Manually correcting model outputs

B : Identifying patterns in the training data

C : Adjusting model weights to minimize errors

D : Preprocessing text data for training

Answer: C

Question 3

For tasks requiring text summarization with OCI Generative AI, which of the following pre-trained model capabilities is most relevant?

Options :

A : High accuracy in sentiment analysis for identifying positive/negative emotions.

B : Ability to translate text from one language to another with fluency.

C : Skill in extracting key points and condensing factual information from text.

D : Capacity to generate different creative text formats like poems or

Answer: C

Question 4

What issue might arise from using small data sets with the Vanilla fine-tuning method in the OCI Generative AI service?

Options :

A : Model Drift

B : Data Leakage

C : Underfitting

D : Overfitting

Answer: C

Question 5

What distinguishes the Cohere Embed v3 model from its predecessor in the OCI Generative AI service?

Options :

A : Improved retrievals for Retrieval-Augmented Generation (RAG) systems

B : Support for tokenizing longer sentences

C : Emphasis on syntactic clustering of word embeddings

D : Capacity to translate text in over 20 languages

Answer: A