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---
license: apache-2.0
language:
- ar
pipeline_tag: text-classification
tags:
- transformers
- sentence-transformers
- text-embeddings-inference
---
# Introducing ARM-V1 | Arabic Reranker Model (Version 1)
**For more info please refer to this blog: [ARM | Arabic Reranker Model](www.omarai.me).**
✨ This model is designed specifically for Arabic language reranking tasks, optimized to handle queries and passages with precision.
✨ Unlike embedding models, which generate vector representations, this reranker directly evaluates the similarity between a question and a document, outputting a relevance score.
✨ Trained on a combination of positive and hard negative query-passage pairs, it excels in identifying the most relevant results.
✨ The output score can be transformed into a [0, 1] range using a sigmoid function, providing a clear and interpretable measure of relevance.
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