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  # HiTZ's Capitalization & Punctuation model for Spanish
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  ## Model description
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- This model was trained from scratch using Marian NMT. The dataset used in training contains 9,784,905 sentences. The model was evaluated on the Flores-101 dev and devtest datasets and some randomly picked CommonVoice dataset sentences.
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  * **Developed by**: HiTZ Research Center (University of the Basque Country EHU)
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  * **Model type**: Capitalization and Punctuation
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  * **Language**: Spanish
 
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  # HiTZ's Capitalization & Punctuation model for Spanish
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  ## Model description
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+ This model was trained from scratch using Marian NMT. The dataset used in training contains 9,784,905 spanish sentences. The model was evaluated on the Flores-101 spanish subset dev and devtest datasets containing 2009 sentences and 2000 randomly picked CommonVoice-Es dataset sentences.
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  * **Developed by**: HiTZ Research Center (University of the Basque Country EHU)
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  * **Model type**: Capitalization and Punctuation
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  * **Language**: Spanish