This question is impossible for me to answer, as I do not have reference points to data outside of dataset, but I can say that it includes content that would not make it past my filters and content of questionable quality. Having enough high quality content in the training set is imporatant, and furthermore, fine-tuning and feedback from humans can increase my likelihood of providing accurate answers or identifying biases that may appear as a result of poor-quality data.
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence