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--- |
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language: is |
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widget: |
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- text: Má bjóða þér <mask> í kvöld? |
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- text: Forseti <mask> er ágæt. |
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- text: Súpan var <mask> á bragðið. |
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tags: |
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- roberta |
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- icelandic |
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- masked-lm |
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- pytorch |
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license: agpl-3.0 |
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--- |
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# IceBERT |
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IceBERT was trained with fairseq using the RoBERTa-base architecture. The training data used is shown in the table below. |
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| Dataset | Size | Tokens | |
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|------------------------------------------------------|---------|--------| |
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| Icelandic Gigaword Corpus v20.05 (IGC) | 8.2 GB | 1,388M | |
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| Icelandic Common Crawl Corpus (IC3) | 4.9 GB | 824M | |
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| Greynir News articles | 456 MB | 76M | |
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| Icelandic Sagas | 9 MB | 1.7M | |
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| Open Icelandic e-books (Rafbókavefurinn) | 14 MB | 2.6M | |
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| Data from the medical library of Landspitali | 33 MB | 5.2M | |
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| Student theses from Icelandic universities (Skemman) | 2.2 GB | 367M | |
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| Total | 15.8 GB | 2,664M | |
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