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C1000-185 Examcollection Free Dumps - C1000-185 Test Questions Answers
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IBM watsonx Generative AI Engineer - Associate Sample Questions (Q307-Q312):
NEW QUESTION # 307
You are working with a foundation model pre-trained on a large general-purpose dataset, and you plan to deploy it for a specialized task in healthcare-related text generation. However, before tuning the model, you want to assess whether tuning is necessary for your use case.
Which of the following is the best indicator that it is time to tune the foundation model for your task?
- A. The model's accuracy is already above 90%, but you want to achieve 95% accuracy for your task.
- B. The model's inference time is longer than expected, and you need to reduce latency for real-time applications.
- C. You are noticing that the model occasionally makes grammar mistakes in the generated text.
- D. The model performs well on general datasets but fails to capture specific domain-related terminology and context.
Answer: D
NEW QUESTION # 308
You are implementing a Retrieval-Augmented Generation (RAG) system using IBM Watsonx to improve your generative AI model. The system retrieves relevant information from a large corpus and augments it into the generative process.
In this context, what role do embeddings play in a RAG-based system?
- A. Embeddings ensure that only syntactically correct documents are retrieved, without regard to semantic content.
- B. Embeddings store the entire content of documents, which is then directly passed to the generative model.
- C. Embeddings are used to retrieve relevant documents by calculating the semantic similarity between user queries and the stored documents.
- D. Embeddings reduce the size of the generative model by compressing the parameters into a smaller representation.
Answer: C
NEW QUESTION # 309
Which of the following represents the most effective use of example input prompts within IBM Watsonx's Prompt Lab for generating a high-quality response?
- A. Using example prompts that introduce multiple topics at once to evaluate how well the model handles multitasking during response generation.
- B. Using prompts with complex sentence structures and advanced terminology to challenge the model's understanding capabilities.
- C. Crafting prompts with very specific and detailed instructions, ensuring the model follows a strict framework for the desired response.
- D. Writing prompts that are extremely vague, allowing the model to freely interpret the input and generate diverse responses.
Answer: C
NEW QUESTION # 310
A financial institution is using a generative AI model to create reports based on transaction data. During deployment, the institution notices that the model sometimes fabricates trends or patterns that do not exist in the underlying data. This is an example of a hallucination.
Which of the following techniques would best minimize this risk during inference?
- A. Increase the top-p value to ensure more tokens are considered during generation.
- B. Use a retrieval-augmented generation (RAG) model that incorporates external financial data into the generation process.
- C. Disable the model's autoregressive capability to prevent it from generating future predictions.
- D. Reduce the model size to decrease its capacity to hallucinate complex patterns.
Answer: B
NEW QUESTION # 311
You are tasked with designing a prompt using a few-shot strategy for Watsonx AI to generate a legal contract summary. You provide two examples of contract summaries before asking the model to summarize a new contract.
Which of the following options best demonstrates an effective few-shot prompt for this task?
- A. "Example 1: [First Contract]
- B. "Generate a summary for [New Contract]."
- C. "Example 1: [First Contract] Summary: [First Contract Summary]
Example 2: [Second Contract] Summary: [Second Contract Summary]
Generate a summary of the following contract: [New Contract]." - D. "Provide a summary of the following contract: [New Contract].
Example 1: [First Contract]
Summary: [First Contract Summary]
Example 2: [Second Contract]
Summary: [Second Contract Summary]."
Answer: C
NEW QUESTION # 312
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