Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 5 discussion

B not correct - The size of LLM may not affect the size of the output. C not correct - Temperature controls the creativity of the output, not size of the output. D not correct - Top-K controls number of next possible tokens, not size of the output. A is correct - In the prompt itself we can control various attributes of the output like size, language etc.

Adjusting the prompt allows you to guide the model to produce responses that are more aligned with your desired output. By modifying the prompt, you can specify the length and language requirements more clearly. For example, you could ask the model to "Provide a short product recommendation in [specific language]." This is the most direct way to control the behavior of the LLM and ensure it meets the company’s needs.

A: Adjust the prompt. Explanation: The behavior of a large language model (LLM) can be significantly influenced by the prompt it receives. To make the outputs short and written in a specific language, you can adjust the prompt to explicitly instruct the model to produce concise responses and specify the desired language. For example: "Provide a brief recommendation in Spanish." "Give a short response in French." This is the most direct way to align the output with the company’s expectations without requiring modifications to the model or its parameters.

Adjusting the prompt

A is correct

Adjusting the prompt will only help