Concerns about the environmental impacts of Large Language Models (LLMs) are growing. While AI is still developing, there is a need for more sustainable solutions. Small Language Models (SLMs) offer an alternative, running on local infrastructure with a smaller carbon footprint and ensuring data confidentiality. Article published in Towards Data Science.