Data-Prep-Kit: getting your data ready for LLM application development

Understand

Data preparation is the first and a very important step towards any Large Language Model (LLM) development.

• This paper introduces an easy-to-use, extensible, and scale-flexible open-source data preparation toolkit called Data Prep Kit (DPK).
• DPK is architected and designed to enable users to scale their data preparation to their needs.
• With DPK they can prepare data on a local machine or effortlessly scale to run on a cluster with thousands of CPU Cores.