WizardLM-2 8x22B

WizardLM-2 8x22B, Microsoft AI's advanced Wizard model, demonstrates highly competitive performance, consistently outperforming existing state-of-the-art open-source models. It performs among the fastest models and offers competitive pricing across various benchmarks. The model exhibits exceptional reliability with a 97% success rate, indicating consistent and usable responses. In terms of specific benchmarks, WizardLM-2 8x22B shows strong performance in General Knowledge (95.5% accuracy) and Ethics (98.0% accuracy), indicating a robust understanding of diverse topics and ethical principles. Its Mathematics performance is solid at 86.0% accuracy. However, a notable weakness is observed in Instruction Following, where it scored 0.0% accuracy, suggesting significant challenges in executing complex, multi-step instructions. Reasoning and Coding benchmarks also show room for improvement, with accuracies of 50.0% and 62.0% respectively. Email Classification is fair at 95.0%. Overall, its strengths lie in knowledge-based and ethical understanding, while instruction following and complex reasoning present areas for development.