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--- |
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license: apache-2.0 |
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pipeline_tag: text-generation |
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tags: |
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- transformers |
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- text-generation |
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- english |
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- quran |
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- islamic |
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- religious-texts |
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- question-answering |
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- safetensors |
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- t5 |
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language: |
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- en |
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library_name: transformers |
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widget: |
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- text: What is Islam? |
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example_title: Basic Question |
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- text: Tell me about the five pillars of Islam |
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example_title: Islamic Concepts |
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- text: Explain the significance of prayer in Islam |
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example_title: Religious Practice |
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inference: true |
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--- |
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# QuranPlus - English Language Islamic Q&A Model |
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This model is fine-tuned to answer questions about Islam and the Quran in **English**. While it has knowledge of Arabic religious texts and can reference them, it primarily operates in English for both input and output. |
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## Model Details |
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- **Primary Language**: English |
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- **Model Type**: T5 (Text-to-Text Transfer Transformer) |
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- **Task**: Question Answering about Islamic topics |
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- **Input**: English questions about Islam, Quran, and Islamic teachings |
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- **Output**: English responses with references to Islamic texts |
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## Usage |
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You can ask questions in English and receive answers in English: |
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```python |
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from transformers import T5ForConditionalGeneration, T5Tokenizer |
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model = T5ForConditionalGeneration.from_pretrained("justdeen/QuranPlus") |
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tokenizer = T5Tokenizer.from_pretrained("justdeen/QuranPlus") |
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# Ask questions in English |
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question = "What is the importance of charity in Islam?" |
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inputs = tokenizer(question, return_tensors="pt", max_length=512, truncation=True) |
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outputs = model.generate(**inputs, max_length=150) |
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answer = tokenizer.decode(outputs[0], skip_special_tokens=True) |
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print(answer) |
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``` |
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## Example Questions |
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- "What is Islam?" |
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- "Tell me about the five pillars of Islam" |
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- "What does the Quran say about kindness?" |
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- "Explain the concept of Tawheed" |
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- "What is the significance of Ramadan?" |
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## Note |
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While this model may reference Arabic terms and texts, it is designed to: |
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- Accept questions in English |
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- Provide responses in English |
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- Explain Islamic concepts in English |
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The model has been trained to make Islamic knowledge accessible to English speakers. |
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