For example, when the temperature is set to zero, an LLM will produce the same output over and over again when given the same prompt. As the temperature parameter is raised, an LLM becomes more creative and offers more diverse outputs. However, when the temperature gets too high, the output can lose meaning and become erratic or nonsensical.