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bge-m3-finetuned
IslamQA/bge-m3-finetuned
bge-m3-finetuned is a feature extraction model from IslamQA. Use it when you need embeddings to search or compare text. It is set up for transformers.
An embedding model optimized for retrieving passages that answer questions about Islam. The passages are inherently multilingual, as they contain quotes from the Quran and Hadith. They often include preambles like "Bi…
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- May 8, 2025
- Updated
- Jun 18, 2025
- SHA
- 97e11fc6
Base models
Model card
From the Hugging Face model README
Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->An embedding model optimized for retrieving passages that answer questions about Islam. The passages are inherently multilingual, as they contain quotes from the Quran and Hadith. They often include preambles like "Bismillah" in various languages and follow a specific writing style.
Model Details
Model Sources [optional]
- https://islamqa.info/
- https://islamweb.net/
- https://hadithanswers.com/
- https://askimam.org/
- https://sorularlaislamiyet.com/
Uses
- embedding
- retrieval
- islam
- multilingual
- q&a
finetuned_on
180k multilingual questions and answers about Islam, using hard negative mining.
data_scraped_on: April 2024
- Task
- Feature Extraction
- Library
- transformers
- Type
- xlm-roberta
- Languages
- ar, en, ru, tr, id, hi
- Created
- May 8, 2025
- Updated
- Jun 18, 2025