Noromaid 20B

Noromaid 20B, provided by neversleep, demonstrates moderate performance in terms of both speed and cost. It ranks in the 39th percentile for speed and the 32nd percentile for price across six benchmarks, indicating it is neither exceptionally fast nor particularly expensive. The model's reliability is not explicitly detailed as being exceptionally high or low based on the provided percentile data. Analyzing its benchmark results, Noromaid 20B exhibits a notable strength in Reasoning, achieving 69.6% accuracy, placing it in the 65th percentile. This suggests a capability for complex problem-solving and logical inference. Its performance in Email Classification is also respectable at 94.0% accuracy, though this places it in the 30th percentile, indicating room for improvement compared to top performers in this category. However, the model shows significant weaknesses in several critical areas. Its accuracy in Coding (5.0%), Instruction Following (2.0%), Ethics (10.0%), and General Knowledge (0.5%) is remarkably low, consistently placing it in the bottom percentiles for these categories. This suggests that while it can handle certain reasoning and classification tasks, its foundational knowledge, ethical understanding, and ability to follow complex instructions or code are severely limited.