Healthcare organizations can benefit by augmenting tasks, such as information extraction, document classification, question answering and natural language generation. Optimizing performance on downstream domain specific tasks through a trained LLM in healthcare can help researchers and practitioners understand the language and context much better than general purpose LLMs.