Expert Answers to Oracle Exam 1z0-1127-25 Questions

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Oracle Cloud Infrastructure Oracle Cloud Infrastructure 2025 Generative AI Professional

Oracle Cloud Infrastructure 2025 Generative AI Professional

Last Update Nov 1, 2025
Total Questions : 88

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Questions 2

You create a fine-tuning dedicated AI cluster to customize a foundational model with your custom training data. How many unit hours are required for fine-tuning if the cluster is active for 10 hours?

Options:

25 unit hours

40 unit hours

20 unit hours

30 unit hours

Discussion 0

Questions 3

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

Options:

Overfitting

Underfitting

Data Leakage

Model Drift

Discussion 0

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Questions 4

An AI development company is working on an advanced AI assistant capable of handling queries in a seamless manner. Their goal is to create an assistant that can analyze images provided by users and generate descriptive text, as well as take text descriptions and produce accurate visual representations. Considering the capabilities, which type of model would the company likely focus on integrating into their AI assistant?

Options:

A diffusion model that specializes in producing complex outputs.

A Large Language Model-based agent that focuses on generating textual responses

A language model that operates on a token-by-token output basis

A Retrieval Augmented Generation (RAG) model that uses text as input and output

Discussion 0

Questions 5

In the simplified workflow for managing and querying vector data, what is the role of indexing?

Options:

To convert vectors into a non-indexed format for easier retrieval

To map vectors to a data structure for faster searching, enabling efficient retrieval

To compress vector data for minimized storage usage