Json format: The JSON format efficiently handles both syntactical and content-related information in text, making it ideal for LLM input data. Its flexibility and extensibility enable storage of diverse text including equations, formulas, tables, and images. The VNHSGE dataset is wellsuited for JSON format, ensuring compatibility with multiple LLMs and development of more reliable language models.