english-ghomala-translation-model-encoderdecoder – AI Model by DS4H-ICTU | AlphaNeural AI

You can deploy this model and start earning money today!

DS4H-ICTU/
english-ghomala-translation-model-encoderdecoder

like

0

encoder-decoder

text2text-generation

bible-translation

endpoints_compatible

Views

No views yet

Ghomala Translation Model

This is a neural machine translation model fine-tuned to translate from English to Ghomala, a Bantu language spoken in Cameroon.

🚀 Architecture

Encoder: UBC-NLP/serengeti-E250
Decoder: gpt2

🏋️ Training Details

Fine-tuned on custom parallel Bible + text data
Epochs: 10
Learning rate: 2e-5
BLEU score tracked with evaluate
Batch size: 2 (with gradient accumulation)
Optimizer: AdamW

📌 Usage Example

python

from transformers import pipeline

translator = pipeline("translation", model="DS4H-ICTU/english-ghomala-translation-model-encoderdecoder")
result = translator("The woman gave water to the prophet.")
print(result)

🎯 Intended Use

Cultural and educational preservation
Language learning and community translation tools

⚠️ Limitations

Still learning with limited Ghomala data
May hallucinate or repeat translations
Works only in English → Ghomala direction for now

📚 Citation

@misc{ghomala_translation_model,
  title={Ghomala Translation Model},
  author={Group 2},
  howpublished={\url{https://huggingface.co/DS4H-ICTU/english-ghomala-translation-model-encoderdecoder}},
  year={2025}
}