Deploying large language models (LLMs) within an enterprise environment presents unique challenges. Computational constraints often necessitate refinement strategies to maximize model performance while controlling costs. Effective deployment involves a multi-faceted approach encompassing dataset curation, along with careful resource allocation. Imp