ARA-Reranker-V1 / README.md
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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.

✨ 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.