Learn Before
Example of Ranking LLM Outputs
To illustrate the process of ranking Large Language Model generations, suppose a model produces four different responses regarding environmental sustainability, denoted as through . For instance, suggests using electric vehicles, advocates minimalism, proposes going off-grid, and recommends supporting local farms. Rather than assigning an independent numerical score to each option, human annotators compare the set and arrange them by preference. A possible ranking outcome might be , demonstrating that is the most favored response while is the least favored.
0
1
Tags
Foundations of Large Language Models
Ch.2 Generative Models - Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course