Alexander Shypula

SimpleStrat: Diversifying Language Model Generation with Stratification

Generating diverse responses from large language models (LLMs) is crucial for applications such as adversarial testing, search, and synthetic data generation, where diversity provides distinct answers across generations. Previous approaches rely solely on increasing the temperature, sacrificing qual…