1Z0-1127-25 Deploying and Managing Generative AI on OCI Practice Question
A company notices that some inference requests to their deployed model on OCI Generative AI take longer than acceptable. They want to reduce per-request latency. What should they do?
⚠ Common exam trap
Oracle often tests the distinction between latency (per-request speed) and throughput (requests per second), causing candidates to confuse batching or scaling replicas (which improve throughput) with reducing individual request latency.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Reduce the maximum number of tokens generated
Reducing the maximum number of tokens generated directly decreases the amount of computation required per inference request because the model stops generating output earlier. Since latency is proportional to the number of output tokens produced, this is the most effective single change to reduce per-request response time in OCI Generative AI deployments.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Reduce the maximum number of tokens generated
Why this is correct
Lowering max tokens reduces the amount of computation per request, directly decreasing latency.
- ✗
Enable request batching
Why it's wrong here
Batching can improve throughput but may increase per-request latency due to wait time.
- ✗
Use a larger model to improve accuracy
Why it's wrong here
Larger models increase computation and latency.
- ✗
Increase the number of replicas in the deployment
Why it's wrong here
Increasing replicas improves concurrency but does not reduce latency for individual requests.
Go deeper
Related to this question
About these practice questions
One of 768 original 1Z0-1127-25 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This 1Z0-1127-25 practice question is part of Courseiva's free Oracle certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the 1Z0-1127-25 exam.