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mbart-yemba-translator
Dims002/mbart-yemba-translator
mbart-yemba-translator is a translation model from Dims002. Use it when you need text moved from one language to another. The card lists the license as apache-2.0.
Ce modèle est un fine-tuning de mBART pour la traduction entre le français et le yemba.
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At a glance
- Task
- Translation
- License
- apache-2.0
- Model type
- mbart
- Access
- Public
- Created
- Jul 2, 2025
- Updated
- Jul 2, 2025
- SHA
- 0efa299f
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Base models
Model card
From the Hugging Face model README
mBART Yemba Translation Model
Ce modèle est un fine-tuning de mBART pour la traduction entre le français et le yemba.
Utilisation
Voici comment utiliser le modèle:
from transformers import MBartForConditionalGeneration, MBart50TokenizerFast
Charger le modèle et le tokenizer
model = MBartForConditionalGeneration.from_pretrained("Dims002/mbart-yemba-translator") tokenizer = MBart50TokenizerFast.from_pretrained("Dims002/mbart-yemba-translator")
Exemple de traduction
def translate_text(text, src_lang="fr_XX", tgt_lang="yemba"): tokenizer.src_lang = src_lang encoded = tokenizer(text, return_tensors="pt") generated_tokens = model.generate(**encoded) return tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)[0]
Détails du modèle
- Modèle de base: facebook/mbart-large-50
- Langues: Français ↔ Yemba
- Checkpoint: 20000
Langues supportées
- Français (fr): Langue source principale
- Yemba: Langue cible (langue bantoue du Cameroun)
- Task
- Translation
- Type
- mbart
- License
- apache-2.0
- Languages
- fr, mul
- Created
- Jul 2, 2025
- Updated
- Jul 2, 2025