Model training data must include the ground truth for expected classes. In use cases with class imbalance, the frequency of occurrence of one or more of these classes (the minority class) is ...

DeepSeek’s pricing for developers to access R1 is lower than that of many other models in its intelligence class, according to data compiled by AI benchmarking firm Artificial Analysis.