WindyWord.ai Translation — French → Berber

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

Canonical copy: https://huggingface.co/WindyTranslate/translate-fr-ber

Translates French → Berber (Berber).

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
`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("WindstormLabs/translate-fr-ber", subfolder="herm0")
model = MarianMTModel.from_pretrained("WindstormLabs/translate-fr-ber", subfolder="herm0")

CTranslate2 (fast CPU inference):

import ctranslate2
translator = ctranslate2.Translator("path/to/translate-fr-ber/herm0-ct2-int8")

Apps

The Windy Word apps are built on this model family.

Provenance & License

Weights derived from Helsinki-NLP/opus-mt-fr-ber (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.

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