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