Domain-specific LLMs need a large number of training samples comprising textual data from specialized sources. These datasets must represent the real-life data the model will be exposed to. For example, LLMs might use legal documents, financial data, questions, and answers, or medical reports to successfully develop proficiency in the respective industries.