What does the RAG Sequence model do in the context of generating a response?

• A. It modifies the input query before retrieving relevant documents to ensure a diverse response.
• B. For each input query, it retrieves a set of relevant documents and considers them together to generate a cohesive response.
• C. It retrieves relevant documents only for the initial part of the query and ignores the rest.
• D. It retrieves a single relevant document for the entire input query and generates a response based on that alone.

What is the primary function of the "temperature" parameter in the OCI Generative AI Generation models?

• A. Specifies a string that tells the model to stop generating more content
• B. Determines the maximum number of tokens the model can generate per response
• C. Assigns a penalty to tokens that have already appeared in the preceding text
• D. Controls the randomness of the model's output, affecting its creativity

What does "k-shot prompting" refer to when using Large Language Models for task-specific applications?

• A. The process of training the model on k different tasks simultaneously to improve its versatility
• B. Explicitly providing k examples of the intended task in the prompt to guide the model's output
• C. Limiting the model to only k possible outcomes or answers for a given task
• D. Providing the exact k words in the prompt to guide the model's response

Which is a key characteristic of the annotation process used in T-Few fine-tuning?

• A. T-Few fine-tuning requires manual annotation of input-output pairs.
• B. T-Few fine-tuning involves updating the weights of all layers in the model.
• C. T-Few fine-tuning relies on unsupervised learning techniques for annotation.
• D. T-Few fine-tuning uses annotated data to adjust a fraction of model weights.

Given the following code:
PromptTemplate(input_variables=["human_input", "city"], template=template) Which statement is true about PromptTemplate in relation to input_variables?

• A. PromptTemplate requires a minimum of two variables to function properly.
• B. PromptTemplate supports any number of variables, including the possibility of having none.
• C. PromptTemplate is unable to use any variables.
• D. PromptTemplate can support only a single variable at a time.