[Docs] Fix spelling and grammar mistakes (#28825)
* Fix typos and grammar mistakes in docs and examples * Fix typos in docstrings and comments * Fix spelling of `tokenizer` in model tests * Remove erroneous spaces in decorators * Remove extra spaces in Markdown link texts
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@@ -47,7 +47,7 @@ found [here](https://github.com/google-research/t5x).
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- UMT5 was only pre-trained on [mC4](https://huggingface.co/datasets/mc4) excluding any supervised training.
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Therefore, this model has to be fine-tuned before it is usable on a downstream task, unlike the original T5 model.
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- Since umT5 was pre-trained in an unsupervise manner, there's no real advantage to using a task prefix during single-task
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- Since umT5 was pre-trained in an unsupervised manner, there's no real advantage to using a task prefix during single-task
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fine-tuning. If you are doing multi-task fine-tuning, you should use a prefix.
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## Differences with mT5?
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