📄️ Patra Knowledge Base
The Patra Knowledge Base is a system designed to manage and track AI/ML models, with the objective of making them more accountable and trustworthy. It's a key part of the Patra ModelCards framework, which aims to improve transparency and accountability in AI/ML models throughout their entire lifecycle. This includes the model's initial training phase, subsequent deployments, and ongoing usage, whether by the same or different individuals.
📄️ Explanation
At the heart of the Patra Knowledge Base is the concept of Model Cards. These cards are essentially detailed records that provide essential information about each AI/ML model. This information includes technical details like the model's accuracy and latency, but it goes beyond that to include non-technical aspects such as fairness, explainability, and the model's behavior in various deployment environments. This holistic approach is intended to create a comprehensive understanding of the model's strengths and weaknesses, enabling more informed decisions about its use and deployment
📄️ How-To Guide
Prerequisites
📄️ Tutorial
Set up Environment Variables