The most common way is through backpropagation, where parameters are adjusted according to the derivative of the loss function. However, many tweaks have been developed to increase the efficiency of this method, such as momentum optimizers or Adam (Adaptive Moment Estimation).
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence