Translation
Transformers
Safetensors
sh
Esperanto
marian
windyword
serbo-croatian-(historical,-now-bosnian-croatian-serbian)
esperanto
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("WindyWord/translate-sh-eo", device_map="auto")Quick Links
WindyWord.ai Translation — Serbo-Croatian (historical, now Bosnian/Croatian/Serbian) → Esperanto
Part of the Windstorm Labs open model catalogue. Scores, licence and attribution for every model: https://windytranslate.com/models/translate-sh-eo
Canonical copy: https://huggingface.co/WindyTranslate/translate-sh-eo
Translates Serbo-Croatian (historical, now Bosnian/Croatian/Serbian) → Esperanto.
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. |
Quick usage
Transformers (PyTorch):
from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-sh-eo", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyWord/translate-sh-eo", subfolder="lora")
Apps
The Windy Word apps are built on this model family.
Provenance & License
Weights derived from Helsinki-NLP/opus-mt-sh-eo (OPUS-MT, Helsinki-NLP, University of Helsinki), licensed Apache-2.0. Windy variants are released under the same licence.
Model tree for WindyWord/translate-sh-eo
Base model
Helsinki-NLP/opus-mt-sh-eo
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("translation", model="WindyWord/translate-sh-eo")