Model Card for Model ID
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
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Model tree for IslamQA/bge-m3-finetuned
Base model
BAAI/bge-m3