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