Patronus AI

Patronus AI is an automated evaluation platform for Language Model Models (LLMs). It helps detect mistakes in LLMs at scale and boosts confidence in generative AI. The software offers three key features: Evaluation Runs, Patronus Datasets, and Test Suite Generation. With these features, engineers can easily score model performance, use off-the-shelf adversarial testing sets to break models on specific use cases, and generate novel adversarial testing sets to find edge cases where models fail. Patronus also allows users to compare models side by side and verify the consistency of AI models with cutting-edge retrieval-augmented generation (RAG) analysis.

Key Features:

1. Evaluation Runs: Leverage the managed service provided by Patronus AI to score model performance based on a proprietary taxonomy of criteria. This feature saves time by automating the process of creating tests and grading outputs.

2. Patronus Datasets: Access pre-built adversarial testing sets designed specifically to challenge LLMs on various use cases. These datasets help identify weaknesses in models' performance in real-world scenarios.

3. Test Suite Generation: Generate new adversarial testing sets at scale using Patronus AI's advanced algorithms. This feature enables users to discover all possible edge cases where their models may fail.

Use Cases:

- Engineering teams can utilize Patronus AI to evaluate LLMs more efficiently and effectively than manual methods.

- LLM developers benefit from an unbiased perspective that identifies areas where their models break down in real-world situations.

- Users looking for reliable information from AI products can rely on Patronus' cutting-edge RAG analysis to ensure consistent top-tier results.

With its automated evaluation capabilities, comprehensive dataset library, and test suite generation functionality, Patronus AI revolutionizes the way LLMs are evaluated and tested. By providing accurate insights into model performance across various scenarios, it enhances confidence in generative AI. Whether you are an engineer, LLM developer, or user seeking dependable information from AI models, Patronus AI is a valuable tool that saves time and improves the reliability of AI systems.