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---
license: apache-2.0
language:
- nb
- nn
- 'no'
- se
- sv
- da
- en
- is
- fo
base_model:
- mistralai/Mistral-Nemo-Base-2407
library_name: transformers
---
NorMistral-11b-warm is a large Norwegian language model initialized from [Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407) and
continuously pretrained on a total of 260 billion subword tokens -- using a mix of Scandinavian, Sámi, English and code data (four repetitions of open Norwegian texts).
*Disclaimer: This model is pretrained on raw (mostly web-based) textual data. It is not finetuned to follow instructions, and it can generate harmful completions after inappropriate user prompts. It is primarily intended for research purposes.*
## License
*Here, we should probably discuss our understanding of the license*
## Tokenizer
This model uses a new tokenizer, specially trained on the target languages. Therefore it offers substantially faster inference than the original Mistral-Nemo-Base-2407 model. Here are the subword-to-word split ratios across different languages:
| Tokenizer | # tokens | Bokmål | Nynorsk | Sámi | Danish | Swedish |
|------------|--------|--------|---------|-------|--------|---------|
| Mistral-Nemo-Base-2407 | 131072 | 1.79 | 1.87 | 2.63 | 1.82 | 2.00 |
| NorMistral-11b-warm | 51200 | 1.22 | 1.28 | 1.82 | 1.33 | 1.39 |
|