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le723z
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Rearank-7B

Text Ranking
Transformers
Safetensors
English
qwen2
text-generation
text-embeddings-inference
Model card Files
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1

Add pipeline tag and library name

#1
by nielsr HF Staff - opened
base: refs/heads/main
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from: refs/pr/1
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  1. README.md +8 -7
README.md CHANGED
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  ---
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- license: apache-2.0
 
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  language:
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  - en
 
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  metrics:
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  - trec_eval
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- base_model:
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- - Qwen/Qwen2.5-7B-Instruct
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  ---
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- This is a reasoning reranking agent model built upon Qwen-2.5-7B for the paper [REARANK: Reasoning Re-ranking Agent via Reinforcement Learning](arxiv.org/abs/2505.20046). The model is trained on [reranking dataset](https://huggingface.co/datasets/le723z/rearank_12k) built from only 179 queries using GRPO to perform reranking task, the codebase is at https://github.com/lezhang7/Rearank
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-
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b423e5df91da9ceafe40a/-gxwZPWs-AdxunM5wl7Wg.png)
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b423e5df91da9ceafe40a/PvYue0TOB8ClcV0u0oxeS.png)
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  ---
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+ base_model:
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+ - Qwen/Qwen2.5-7B-Instruct
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  language:
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  - en
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+ license: apache-2.0
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  metrics:
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  - trec_eval
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+ library_name: transformers
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+ pipeline_tag: text-ranking
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  ---
 
 
 
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+ This is a reasoning reranking agent model built upon Qwen-2.5-7B for the paper [REARANK: Reasoning Re-ranking Agent via Reinforcement Learning](https://huggingface.co/papers/2505.20046). The model is trained on [reranking dataset](https://huggingface.co/datasets/le723z/rearank_12k) built from only 179 queries using GRPO to perform reranking task, the codebase is at https://github.com/lezhang7/Rearank
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b423e5df91da9ceafe40a/-gxwZPWs-AdxunM5wl7Wg.png)
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b423e5df91da9ceafe40a/PvYue0TOB8ClcV0u0oxeS.png)