T5Gemma introduces a new collection of encoder-decoder large language models (LLMs) developed by adapting pretrained decoder-only models. This approach enhances performance across various tasks, demonstrating significant improvements in quality and inference efficiency compared to traditional models. The release includes multiple sizes and configurations, offering opportunities for further research and application development.