Beyond Metrics: A Hybrid Approach to LLM Performance Evaluation
Topbots
AUGUST 22, 2023
Unlike traditional machine learning where outcomes are often binary, LLM outputs dwell in a spectrum of correctness. Therefore, a holistic approach to evaluating LLMs must utilize a variety of approaches, such as using LLMs to evaluate LLMs (i.e., auto-evaluation) and using human-LLM hybrid approaches.
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