Fig. 12

The “Temperature” parameter controls the level of randomness and creativity in the generated text, while the “Top_p” parameter influences the diversity of the generated content. A higher “Top_p” value leads to more diverse text, whereas a lower value results in more consistent text. Elevated values for both “Temperature” and “Top_p” introduce greater randomness and creativity but may reduce the relevance of the generated content to the input. Conversely, lower values for both parameters make the generated content more conservative and relevant but potentially less innovative