Deploying large language models (LLMs) within an enterprise environment presents unique challenges. Infrastructure constraints often necessitate refinement strategies to maximize model performance while controlling costs. Robust deployment involves a multi-faceted approach encompassing model selection, along with careful deployment strategy. Implem