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Oracle Cloud Infrastructure Oracle Cloud Infrastructure 2024 Generative AI Professional

Oracle Cloud Infrastructure 2024 Generative AI Professional

Last Update Apr 25, 2025
Total Questions : 64

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Questions 2

How does the architecture of dedicated Al clusters contribute to minimizing GPU memory overhead forT- Few fine-tuned model inference?

Options:

A.  

By sharing base model weights across multiple fine-tuned model’s on the same group of GPUs

B.  

By optimizing GPIJ memory utilization for each model’s unique para

C.  

By allocating separate GPUS for each model instance

D.  

By loading the entire model into G PU memory for efficient processing

Discussion 0
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Questions 3

Which technique involves prompting the Large Language Model (LLM) to emit intermediate reasoning steps as part of its response?

Options:

A.  

Step-Bock Prompting

B.  

Chain-of-Through

C.  

Least to most Prompting

D.  

In context Learning

Discussion 0
Questions 4

In LangChain, which retriever search type is used to balance between relevancy and diversity?

Options:

A.  

top k

B.  

mmr

C.  

similarity_score_threshold

D.  

similarity

Discussion 0
Questions 5

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

Options:

A.  

Overfilling

B.  

Underfitting

C.  

Data Leakage

D.  

Model Drift

Discussion 0
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