Text Ranking
Transformers
Safetensors
English
passage-ranking
Information-retrieval
Reasoning
reasonrank-7B / README.md
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metadata
license: mit
datasets:
  - liuwenhan/reasonrank_data_sft
  - liuwenhan/reasonrank_data_rl
  - liuwenhan/reasonrank_data_13k
language:
  - en
base_model:
  - Qwen/Qwen2.5-7B-Instruct
pipeline_tag: text-ranking
library_name: transformers
tags:
  - passage-ranking
  - text-ranking
  - Information-retrieval
  - Reasoning

Introduction

This is the model trained in our paper: ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability (📝arXiv). Please refer our 🧩github repository for the usage of reasonrank-7B.

Model Performance

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🌹 If you use this model, please ✨star our GitHub repository to support us. Your star means a lot!