Hugging Face model: IslamQA/multilingual-e5-large-instruct-finetuned
Author: IslamQA
Created: 2025-03-18 06:36:36
Last modified: 2025-05-03 17:36:06
Library: transformers
Likes: 0 | Downloads: 0
Tags: transformers, safetensors, embedding, retrieval, islam, multilingual, model, islamqa, ar, en, fr, tr, fa, id, te, ru, hi, es, ur, ch, zh, pt, de, dataset:IslamQA/askimam, dataset:IslamQA/hadithanswers, dataset:IslamQA/islamqa, base_model:intfloat/multilingual-e5-large-instruct, base_model:finetune:intfloat/multilingual-e5-large-instruct, license:mit, endpoints_compatible, region:us
Base model relation: finetune
Base models: id: intfloat/multilingual-e5-large-instruct
Card metadata:
license: mit
datasets: IslamQA/askimam, IslamQA/hadithanswers, IslamQA/islamqa
language: ar, en, fr, tr, fa, id, te, ru, hi, es, ur, ch, zh, pt, de
base_model: intfloat/multilingual-e5-large-instruct
tags: embedding, retrieval, islam, multilingual, model, islamqa
library_name: transformers
description: 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.

finetuned_on: 180k multilingual questions and answers about Islam, using hard negative mining.
data_scraped_on: April 2024
sources: https://islamqa.info/, https://islamweb.net/, https://hadithanswers.com/, https://askimam.org/, https://sorularlaislamiyet.com/
format: question_prefix: query: 
answer_prefix: passage: