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T5X is the new and improved implementation of T5 (and more) in JAX and Flax. T5 on Tensorflow with MeshTF is no longer actively developed. If you are new to T5, we recommend starting with T5X. The t5 library serves primarily as code for reproducing the experiments in Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.