license: apache-2.0
tags:
- translation
- marian
- windyword
- finno-ugric
- finnish
- estonian
- hungarian
language:
- fiu
library_name: transformers
pipeline_tag: translation
base_model: Helsinki-NLP/opus-mt-fiu-fiu
WindyWord.ai Translation — Finno-Ugric → Finno-Ugric
Part of the Windstorm Labs open model catalogue. Scores, licence and attribution for every model: https://windytranslate.com/models/translate-fiu-fiu
Canonical copy: https://huggingface.co/WindyTranslate/translate-fiu-fiu
Translates Finno-Ugric (Finnish, Estonian, Hungarian) → Finno-Ugric (Finnish, Estonian, Hungarian).
Quality
No quality score is published in this repository. Current screening scores, where measured, are on the catalogue page linked above.
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):
from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindstormLabs/translate-fiu-fiu", subfolder="lora")
model = MarianMTModel.from_pretrained("WindstormLabs/translate-fiu-fiu", subfolder="lora")
CTranslate2 (fast CPU inference):
import ctranslate2
translator = ctranslate2.Translator("path/to/translate-fiu-fiu/lora-ct2-int8")
Apps
The Windy Word apps are built on this model family.
Provenance & License
Weights derived from Helsinki-NLP/opus-mt-fiu-fiu (OPUS-MT, Helsinki-NLP, University of Helsinki), licensed Apache-2.0. Windy variants are released under the same licence.