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TencentBAC/Conan-embedding-v1

sourceHugging Facecc-by-nc-4.0updated 2y agoView on Hugging Face

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Model Card

Conan-embedding-v1

Performance

Model	Average	CLS	Clustering	Reranking	Retrieval	STS	Pair_CLS
gte-Qwen2-7B-instruct	72.05	75.09	66.06	68.92	76.03	65.33	87.48
xiaobu-embedding-v2	72.43	74.67	65.17	72.58	76.5	64.53	91.87
Conan-embedding-v1	72.62	75.03	66.33	72.76	76.67	64.18	91.66

Methods and Training Detials

Please refer to our technical report.

Citation

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@misc{li2024conanembeddinggeneraltextembedding,
  title={Conan-embedding: General Text Embedding with More and Better Negative Samples}, 
  author={Shiyu Li and Yang Tang and Shizhe Chen and Xi Chen},
  year={2024},
  eprint={2408.15710},
  archivePrefix={arXiv},
  primaryClass={cs.CL},
  url={https://arxiv.org/abs/2408.15710}, 
}

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License

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