Filtering in Self-Instruct

In an automated process for generating training data, a language model has just created a new, unique instruction: 'Write a product description for a fictional gadget.' To complete the data instance for this instruction, what is the essential next task for the model?

Example of a Prompt Template for Sample Generation in Self-Instruct

An automated system for creating training data has just generated a new instruction: 'Summarize the provided text into a single sentence.' In the subsequent step, the system produces the following text: 'The main character overcomes several obstacles to achieve their lifelong dream.' Based on the requirements for creating a complete data instance, what crucial component is missing from this generated sample?

Diagnosing a Flaw in an Automated Data Generation Process