Evaluating Accuracy and Reproducibility of Large Language Model Performance in Pharmacy Education
Amoreena Most,
Mengxuan Hu,
Huibo Yang
et al.
Abstract:The purpose of this study was to compare performance of ChatGPT (GPT-3.5), ChatGPT (GPT-4), Claude2, Llama2-7b, and Llama2-13b on 219 multiple-choice questions focusing on critical care pharmacotherapy. To further assess the ability of engineering LLMs to improve reasoning abilities and performance, we examined responses with a zero-shot Chain-of-Thought (CoT) approach, CoT prompting, and a custom built GPT (PharmacyGPT). A 219 multiple-choice questions focused on critical care pharmacotherapy topics used in D… Show more
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