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license: apache-2.0 |
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language: |
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- it |
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<span class="vertical-text" style="background-color:lightgreen;border-radius: 3px;padding: 3px;"> </span> |
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<span class="vertical-text" style="background-color:lightblue;border-radius: 3px;padding: 3px;"> Model: DistilBERT</span> |
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<span class="vertical-text" style="background-color:tomato;border-radius: 3px;padding: 3px;"> Lang: IT</span> |
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<h3>Model description</h3> |
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This is a <b>DistilBERT</b> <b>[1]</b> model for the <b>Italian</b> language, obtained using the multilingual <b>DistilBERT</b> ([distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased)) as a starting point and focusing it on the Italian language by modifying the embedding layer |
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(as in <b>[2]</b>, computing document-level frequencies over the <b>Wikipedia</b> dataset) |
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The resulting model has 67M parameters, a vocabulary of 30.785 tokens, and a size of ~270 MB. |
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<h3>Quick usage</h3> |
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```python |
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from transformers import BertTokenizerFast, DistilBertModel |
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tokenizer = DistilBertTokenizerFast.from_pretrained("osiria/distilbert-base-italian-cased") |
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model = DistilBertModel.from_pretrained("osiria/distilbert-base-italian-cased") |
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``` |
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<h3>References</h3> |
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[1] https://arxiv.org/abs/1910.01108 |
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[2] https://arxiv.org/abs/2010.05609 |
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<h3>License</h3> |
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The model is released under <b>Apache-2.0</b> license |
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