Fine-tuning a Large Language Models (LLMs) for satellite imagery requires a deep understanding of both theoretical concepts and practical techniques. This blog post will guide you through the process, incorporating mathematical formulations and theoretical explanations to provide a comprehensive view of the fine-tuning and deployment process.