Evaluating the Impact of Model Scale on Instruction Following
A technology critic states, 'The technique of giving direct instructions to a text-generating AI isn't a new idea. Therefore, the recent surge in their capability is not as revolutionary as it seems.' Evaluate this statement. In your response, focus specifically on the relationship between the size of an AI model and its ability to effectively follow simple instructions to perform a wide variety of tasks.
0
1
Tags
Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Evaluation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
A researcher provides the exact same simple instruction—'Summarize the provided article about renewable energy in three sentences'—to two different text-generating AI systems. System X is a model with a few hundred million parameters, developed several years ago. System Y is a modern model with hundreds of billions of parameters. Based on the relationship between model scale and the power of instruction-following, what is the most likely outcome?
Evaluating the Impact of Model Scale on Instruction Following
The Emergence of Instruction-Following at Scale