Novel Capabilities Enable Domain Experts to Test AI Models for Fairness, Bias, Robustness, and Accuracy with Full Transparency and Reusability of Test Suites
Prometheus-Eval and LangTest combine to provide an open-source, reliable, and cost-effective solution for evaluating long-form responses. Prometheus, trained on a comprehensive dataset, matches GPT-4’s performance, while LangTest offers a robust...
The Model Ranking & Leaderboard system, powered by LangTest from John Snow Labs, provides a systematic approach to evaluating and comparing AI models. It offers comprehensive ranking capabilities, historical comparison,...
Accurate drug name identification is vital for patient safety. Testing GPT-4o with Langtest, which offers a drug_generic_to_brand conversion test, identified potential errors where the model predicts incorrect drug names when...
In Part 1 - Test Suites and Part 2- Generating Tests of this article, we presented how Generative AI Lab supports comprehensive functionality, enabling teams of domain experts to train,...
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