SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms

Alex Havrilla, Edward Hughes, Mikayel Samvelyan +1

Large language model (LLM) driven synthetic data generation has emerged as a powerful method for improving model reasoning capabilities. However, most methods either distill large…