Q37 — AWS AIF-C01 Ch.3

Question 37 of 100 | ← Chapter 3

What is an effective data format for instruction-based fine-tuning?

• A. Images with category labels
• B. Curated playlists with recommended music
• C. Prompt-response text pairs ✓
• D. Audio files with transcriptions

Correct Answer: C. Prompt-response text pairs

Explanation

Instruction-based fine-tuning is a method for customizing models, and its effective data format is prompt-response text pairs. In this format, the model receives a specific instruction or prompt and generates a corresponding response or output. This format helps the model adapt more precisely to specific tasks or domains, thereby improving accuracy and performance. Therefore, prompt-response text pairs constitute the effective data format for instruction-based fine-tuning.