simpleT5 simplifies the process of training T5-based models by providing a streamlined interface on top of PyTorch Lightning and Hugging Face Transformers. It supports multiple T5 variants including t5, mT5, byT5, and CodeT5. Users can train models for tasks like summarization, question answering, question generation, translation, and text generation with minimal code.