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Fixed typos #7572

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Fixed typos #7572

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2 changes: 1 addition & 1 deletion CONTRIBUTING.md
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Expand Up @@ -95,7 +95,7 @@ Note that if any files were formatted by `pre-commit` hooks during committing, y
git push -u origin a-descriptive-name-for-my-changes
```

Go the webpage of your fork on GitHub. Click on "Pull request" to send your to the project maintainers for review.
Go the webpage of your fork on GitHub. Click on "Pull request" to send your changes to the project maintainers for review.

## Datasets on Hugging Face

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2 changes: 1 addition & 1 deletion docs/source/stream.mdx
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Expand Up @@ -190,7 +190,7 @@ Define sampling probabilities from each of the original datasets for more contro
{'text': 'Chevrolet Cavalier Usados en Bogota - Carros en Vent...'}]
```

Around 80% of the final dataset is made of the `en_dataset`, and 20% of the `fr_dataset`.
Around 80% of the final dataset is made of the `es_dataset`, and 20% of the `fr_dataset`.

You can also specify the `stopping_strategy`. The default strategy, `first_exhausted`, is a subsampling strategy, i.e the dataset construction is stopped as soon one of the dataset runs out of samples.
You can specify `stopping_strategy=all_exhausted` to execute an oversampling strategy. In this case, the dataset construction is stopped as soon as every samples in every dataset has been added at least once. In practice, it means that if a dataset is exhausted, it will return to the beginning of this dataset until the stop criterion has been reached.
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