---
license: apache-2.0
tags:
- translation
- marian
- windyword
- north-european
- swedish
- danish
- norwegian
- finnish
- estonian
- latvian
- lithuanian
- basque
language:
- eu
library_name: transformers
pipeline_tag: translation
base_model: Helsinki-NLP/opus-mt-NORTH_EU-NORTH_EU
---

# WindyWord.ai Translation — North-European → North-European

> Part of the Windstorm Labs open model catalogue. Scores, licence and attribution for every model: https://windytranslate.com/models/translate-NORTH_EU-NORTH_EU

**Translates North-European (Swedish, Danish, Norwegian, Finnish, Estonian, Latvian, Lithuanian) → North-European (Swedish, Danish, Norwegian, Finnish, Estonian, Latvian, Lithuanian).**

## Quality

**Not yet scored.** No quality benchmark has been run on this model yet.

## Available Variants

Deployment formats in this repository (subfolders):

| Variant | Description |
|---|---|
| `lora/` | **WindyStandard** — production baseline. Transformers format for GPU inference. |
| `lora-ct2-int8/` | **WindyStandard · CPU INT8** — CTranslate2 INT8 quantization of WindyStandard for CPU inference. |

### Quick usage

**Transformers (PyTorch):**
```python
from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyTranslate/translate-NORTH_EU-NORTH_EU", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyTranslate/translate-NORTH_EU-NORTH_EU", subfolder="lora")
```

**CTranslate2 (fast CPU inference):**
```python
import ctranslate2
translator = ctranslate2.Translator("path/to/translate-NORTH_EU-NORTH_EU/lora-ct2-int8")
```

## Apps

The [Windy Word](https://windyword.ai) apps are built on this model family.

---

## Provenance & License

Weights derived from [Helsinki-NLP/opus-mt-NORTH_EU-NORTH_EU](https://huggingface.co/Helsinki-NLP/opus-mt-NORTH_EU-NORTH_EU) (OPUS-MT, Helsinki-NLP, University of Helsinki), licensed Apache-2.0. Windy variants are released under the same licence.

Licence text: [`LICENSE`](LICENSE). Attribution: [`NOTICE.md`](NOTICE.md).