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pourmand1376/arabic-quran-nahj-sahife
arabic-quran-nahj-sahife is a fill-mask model from pourmand1376. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as gpl-2.0.
A model which is jointly trained and fine-tuned on Quran, Saheefa and nahj-al-balaqa. All Datasets are available Here. Code will be available soon ...
Downloads · 30 days
57
3% of all-time downloads
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From the Hugging Face model README
A model which is jointly trained and fine-tuned on Quran, Saheefa and nahj-al-balaqa. All Datasets are available Here. Code will be available soon ...
Some Examples for filling the mask:
ذَلِكَ [MASK] لَا رَيْبَ فِيهِ هُدًى لِلْمُتَّقِينَ
- ```
يَا أَيُّهَا النَّاسُ اعْبُدُوا رَبَّكُمُ الَّذِي خَلَقَكُمْ وَالَّذِينَ مِنْ قَبْلِكُمْ لَعَلَّكُمْ [MASK]
This model is fine-tuned on Bert Base Arabic for 30 epochs. We have used Masked Language Modeling to fine-tune the model. Also, after each 5 epochs, we have completely masked the words again for the model to learn the embeddings very well and not overfit the data.