---
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.