WindyWord/translate-cpf-en

WindyWord.ai Translation — French-based Creoles → English

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

Canonical copy: https://huggingface.co/WindyTranslate/translate-cpf-en

Translates French-based Creoles (Haitian Creole, Mauritian Creole, Seychellois Creole, Réunion Creole) → English.

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.
herm0/	WindyEnhanced — further fine-tuned on the OPUS-100, Tatoeba and WikiMatrix parallel corpora.
herm0-ct2-int8/	WindyEnhanced · CPU INT8 — CTranslate2 INT8 quantization of WindyEnhanced.

Quick usage

Transformers (PyTorch):

from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-cpf-en", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyWord/translate-cpf-en", subfolder="lora")

CTranslate2 (fast CPU inference):

import ctranslate2
translator = ctranslate2.Translator("path/to/translate-cpf-en/lora-ct2-int8")

Apps

The Windy Word apps are built on this model family.

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Provenance & License

Weights derived from Helsinki-NLP/opus-mt-cpf-en (OPUS-MT, Helsinki-NLP, University of Helsinki), licensed Apache-2.0. Windy variants are released under the same licence.

Licence text: LICENSE. Attribution: NOTICE.md.