Confident AI - Open Source Evaluation Infrastructure For LLMshttps://www.twilix.io/

Confident AI - Open Source Evaluation Infrastructure For LLMs

🚀 Elevate your Language Models with Confident AI! 🧠✨ - Open-source platform to evaluate LLMs for production - Write test cases in Python & define ground truths - Advanced diff tracking & analytics for optimization - A/B testing, reporting dashboard & monitoring for high ROI use cases - Deploy LLM solutions confidently! 🔍💡 #AI #LLM #ConfidentAI

  • Confident AI offers a platform for justifying the use of Language Model (LLM) in production.
  • The platform is open-source and easy to use with a generous free tier.
  • Users can evaluate their LLMs by writing test cases in Python and executing them.
  • Ground truths can be defined to ensure the LLM behaves as expected and benchmark its outputs.
  • Advanced diff tracking allows for iterations to optimize the LLM stack.
  • Comprehensive analytics help identify high ROI use cases.
  • Features like A/B testing, evaluation, output classification, reporting dashboard, dataset generation, and detailed monitoring are available to optimize and improve LLM workflows.
  • The platform aims to enable users to deploy LLM solutions confidently with substantial benefits and address weaknesses effectively.