EvalPlanner ; Meta’s Transparent & Accurate LLM Evaluation Approach 🌟

EvalPlanner from Meta — a new approach for training LLMs to evaluate other LLMs with transparency and accuracy!

📋 Step-by-step evaluation: The model creates an evaluation plan, executes it systematically, and delivers a final judgment.
🛠️ Synthetically generated training data: Eliminates reliance on human-annotated data while boosting performance.
🎯 Higher accuracy: Outperforms existing methods across multiple benchmarks!
🧩 Decouples planning & reasoning: Enhancing clarity and robustness in evaluations.

Excited to see how this transforms LLM benchmarking! 🌟

Paper

#AI #LLM #EvalPlanner #Evaluation #MachineLearning #AITrust #Benchmarking #Research #Meta #GenAI #COT #Reasoning