Generative AI has rapidly emerged as a transformative technology, enabling applications such as text generation, image design, language translation, and intelligent querying. While these capabilities bring immense value to individuals and enterprises, the environmental impact of generative AI is significant. Each inference process, involving the generation of tokens, consumes substantial