QuranPlus - English Language Islamic Q&A Model

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.

Model Details

• Primary Language: English
• Model Type: T5 (Text-to-Text Transfer Transformer)
• Task: Question Answering about Islamic topics
• Input: English questions about Islam, Quran, and Islamic teachings
• Output: English responses with references to Islamic texts

Usage

You can ask questions in English and receive answers in English:

from transformers import T5ForConditionalGeneration, T5Tokenizer

model = T5ForConditionalGeneration.from_pretrained("justdeen/QuranPlus")
tokenizer = T5Tokenizer.from_pretrained("justdeen/QuranPlus")

# Ask questions in English
question = "What is the importance of charity in Islam?"
inputs = tokenizer(question, return_tensors="pt", max_length=512, truncation=True)
outputs = model.generate(**inputs, max_length=150)
answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(answer)

Example Questions

• "What is Islam?"
• "Tell me about the five pillars of Islam"
• "What does the Quran say about kindness?"
• "Explain the concept of Tawheed"
• "What is the significance of Ramadan?"

Note

While this model may reference Arabic terms and texts, it is designed to:

• Accept questions in English
• Provide responses in English
• Explain Islamic concepts in English

The model has been trained to make Islamic knowledge accessible to English speakers.