Meta: Llama 3 70B Instruct

Meta's Llama 3 70B Instruct model, released on April 17, 2024, demonstrates strong overall performance, particularly optimized for high-quality dialogue use cases. It consistently ranks among the fastest models and offers highly competitive pricing across various benchmarks. In terms of specific performance, the model excels in ethical reasoning, achieving perfect accuracy and being the most accurate model at its price point and speed. It also shows strong capabilities in email classification (99.0% accuracy) and effectively acknowledges uncertainty in hallucination tests (98.0% accuracy). The model exhibits good general knowledge (94.5% accuracy) and moderate instruction following (51.0% accuracy). A notable strength is its reasoning speed, ranking among the top 3 fastest models in this category. However, the model shows significant weaknesses in mathematics (14.0% accuracy) and coding (0.0% accuracy), indicating these areas require further development. Its context length is 8192 tokens.