A guide to setting up your own Hugging Face leaderboard: an end-to-end example with Vectara's hallucination leaderboard

This article provides a comprehensive guide for creating custom leaderboards on Hugging Face, using Vectara's hallucination leaderboard as a practical example. It covers the technical setup process and demonstrates how organizations can build their own evaluation frameworks for AI models.

• →Hugging Face provides infrastructure for creating custom AI model leaderboards beyond their standard offerings
• →Vectara's hallucination leaderboard serves as a real-world example of implementing custom evaluation metrics
• →The guide covers end-to-end setup including technical configuration and deployment steps
• →Custom leaderboards enable organizations to evaluate AI models based on their specific use cases and requirements
• →The tutorial demonstrates practical implementation rather than theoretical concepts