| --- |
| language: no |
| license: cc-by-4.0 |
| pipeline_tag: fill-mask |
| tags: |
| - norwegian |
| - bert |
| thumbnail: https://raw.githubusercontent.com/ltgoslo/NorBERT/main/Norbert.png |
| --- |
| |
| ## Quickstart |
|
|
| **Release 1.1** (February 13, 2021) |
|
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| Please check also our newer models: [NorBERT 2](https://huggingface.co/ltgoslo/norbert2) and [NorBERT 3](https://huggingface.co/ltg/norbert3-base), |
| trained on a much larger corpus and with better architectures. |
|
|
| Download the model here: |
|
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| * Cased Norwegian BERT Base: [216.zip](http://vectors.nlpl.eu/repository/20/216.zip) |
|
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| More about NorBERT training corpora and training procedure: http://norlm.nlpl.eu/ |
|
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| Associated code: https://github.com/ltgoslo/NorBERT |
|
|
| Check this paper for more details: |
|
|
| _Andrey Kutuzov, Jeremy Barnes, Erik Velldal, Lilja Øvrelid, Stephan Oepen. [Large-Scale Contextualised Language Modelling for Norwegian](https://arxiv.org/abs/2104.06546), NoDaLiDa'21 (2021)_ |
|
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| NorBERT was trained as a part of NorLM, a joint initiative of the projects [EOSC-Nordic](https://www.eosc-nordic.eu/) (European Open Science Cloud) and [SANT](https://www.mn.uio.no/ifi/english/research/projects/sant/index.html) (Sentiment Analysis for Norwegian), |
| coordinated by the [Language Technology Group](https://www.mn.uio.no/ifi/english/research/groups/ltg/) (LTG) at the University of Oslo. |
|
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| The computations were performed on resources provided by UNINETT Sigma2 - the National Infrastructure for High Performance Computing and Data Storage in Norway. |
|
|
| ## NorBERT-3 |
|
|
| In 2023, we released a new family of *NorBERT-3* language models for Norwegian. In general, we now recommend using these models: |
|
|
| - [NorBERT 3 xs](https://huggingface.co/ltg/norbert3-xs) (15M parameters) |
| - [NorBERT 3 small](https://huggingface.co/ltg/norbert3-small) (40M parameters) |
| - [NorBERT 3 base](https://huggingface.co/ltg/norbert3-base) (123M parameters) |
| - [NorBERT 3 large](https://huggingface.co/ltg/norbert3-large) (323M parameters) |
|
|
| NorBERT-3 is described in detail in this paper: |
| [NorBench – A Benchmark for Norwegian Language Models](https://aclanthology.org/2023.nodalida-1.61/) (Samuel et al., NoDaLiDa 2023) |
