Cogito V2 Preview Llama 109B

Cogito V2 Preview Llama 109B, provided by deepcogito, demonstrates exceptional speed, consistently ranking among the fastest models with an Infinityth percentile across six benchmarks. Price data is currently unavailable, suggesting potential free tier usage. However, a significant concern is its reliability, which is critically low, experiencing frequent technical failures resulting in a 0% success rate across all evaluated benchmarks. This severe unreliability renders the model unusable for practical applications despite its speed. Across all benchmark categories—Ethics, Instruction Following, Coding, Reasoning, Email Classification, and General Knowledge—the model achieved 0.0% accuracy. This indicates a complete failure to provide correct responses, likely due to the pervasive technical issues rather than a lack of inherent capability. The primary strength is its unparalleled speed, while its overwhelming weakness is its complete lack of reliability and inability to produce any accurate output.