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Subscribe to our channel and click the bell icon if you enjoy our videos. Today, we are fine-tuning a large version of the T5 model with 24 layers and 770 million parameters for paraphrasing applications. We have connected to a GPU, specifically the Nvidia Tesla V100, and imported necessary libraries for refinement. The T5 fine tuner includes defined functions. Next, we load the data set called pose created by Google for fine-tuning paraphrasing tasks.