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IBM C1000-185 Exam Syllabus Topics:

IBM watsonx Generative AI Engineer - Associate Sample Questions:

Question 1

You are optimizing the generative AI model in IBM watsonx to balance creativity and coherence. You want to use a decoding method that dynamically adjusts the token probability threshold based on cumulative probabilities, thus ensuring the model generates coherent outputs while still allowing for some creativity.
Which parameter should you adjust, and what is the optimal setting?

A. Set temperature to 1 and top-p to 0.2
B. Set top-p to 0.9 and temperature to 0.7
C. Set temperature to 1.5 and top-p to 0.9
D. Set temperature to 0 and top-p to 0.5

Question 2

A client is deploying a watsonx Generative AI solution to analyze customer feedback in real time. They require a cost-effective solution that can handle occasional traffic spikes but do not expect constant heavy loads.
What would be the most appropriate approach to minimize costs while ensuring adequate performance during traffic spikes?

A. Deploy the model using a serverless architecture with auto-scaling to handle sudden spikes in traffic.
B. Deploy a cloud-based instance with manual scaling to adjust resources when traffic spikes occur.
C. Deploy a single powerful GPU instance, relying on its ability to handle both regular and peak traffic without scaling.
D. Use a fixed number of on-premise servers that can handle peak traffic, but run them at a lower capacity during low-demand periods.

Question 3

You are working with IBM watsonx's generative AI model and wish to reduce the likelihood of generating rare, low-probability tokens while still retaining some level of creativity. You decide to use top-k sampling for this purpose.
Which of the following settings for the top-k parameter would be most effective in achieving a balance between creativity and maintaining coherent outputs?

A. Set top-k to 50
B. Set top-k to 1000
C. Set top-k to 1
D. Set top-k to 5

Question 4

You are building a generative AI conversational model to act as a virtual assistant that helps users schedule meetings. The goal is to create a prompt that initiates a conversation in a way that guides the user to provide relevant scheduling information.
Which prompt would be the most effective for this use case?

A. "Please provide the user's calendar availability."
B. "Provide a list of all upcoming events in the user's calendar and ask if they want to add another."
C. "Guide the user through scheduling a meeting by asking about their preferred date, time, and attendees."
D. "Ask the user when they want to schedule their meeting."

Question 5

You are tasked with designing a prompt to fine-tune an IBM Watsonx model to summarize legal documents. The summaries must include only factual information, highlight key legal terms, and exclude any personal interpretations or subjective analysis.
Which of the following is the best prompt to achieve this goal?

A. "Summarize this legal document, focusing on key arguments and providing an analysis of the potential outcomes of the case."
B. "Generate a detailed and engaging summary of this legal document, adding your insights to clarify complex legal points for the reader."
C. "Create a brief summary of this legal document, ensuring to exclude any legal jargon and simplifying the content for a layperson audience."
D. "Provide a summary of this legal document, focusing on factual information, including key legal terms and avoiding personal interpretation or subjective analysis."

Solutions: