Beyond Hallucinations: A Composite Score for Measuring Reliability in Open-Source Large Language Models

Rohit Kumar Salla, Manoj Saravanan, Shrikar Reddy Kota

Large Language Models (LLMs) like LLaMA, Mistral, and Gemma are increasingly used in decision-critical domains such as healthcare, law, and finance, yet their reliability remains u…