Overview of Data Preparation Kit (DPK)

Data Preparation Kit (DPK) is designed to streamline the process of preparing data for applications based on large language models (LLMs). This open-source toolkit allows users to process new data efficiently, manage it across various scales, and focus on developing their applications rather than on data handling. DPK helps reduce the time to value for developers aiming to build LLM applications by providing tools to handle data cleansing, transformation, and formatting, which are crucial before training models or deploying applications. The goal is to simplify data preparation so that developers can directly proceed to refining and utilizing their models.