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README.md
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Pleias-Topic-Detection is a finetuned version of t5-small on a set of 70,000 documents and associated topics from Common Corpus. While t5-small has been reportedly only trained in English, the model actually shows unexpected capacities for multilingual annotation. The final corpus include a significant amount of texts in French, Spanish, Italian, Dutch and German and has been proven to work somewhat in all of theses languages.
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### Training hyperparameters
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Pleias-Topic-Detection is a finetuned version of t5-small on a set of 70,000 documents and associated topics from Common Corpus. While t5-small has been reportedly only trained in English, the model actually shows unexpected capacities for multilingual annotation. The final corpus include a significant amount of texts in French, Spanish, Italian, Dutch and German and has been proven to work somewhat in all of theses languages.
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Given that Pleias-Topic-Detection is a relatively lightweight model (70 million parameters) it can be used for classification at scale on a large corpus.
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### Training hyperparameters
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