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  ---
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  license: mit
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  tags:
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-
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- - sentence-transformers
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- - sentence-similarity
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- - mteb
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- - retriever
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- - text-embeddings-inference
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-
 
 
 
 
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  ---
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  # Jasper-Token-Compression-600M
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  10x
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  while still achieving excellent performance!
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  ## Features
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  - ⭐⭐⭐ Supports bilingual (Chinese and English)
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  If you find our work worth citing, please use the following citation.
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- For distillation, please cite the following paper:
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- **Jasper and Stella Technical Report:**
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-
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  ```
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  @misc{zhang2025jasperstelladistillationsota,
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  ```
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- For text compression, please cite this link directly. We will consider writing a report later.
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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  tags:
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+ - sentence-transformers
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+ - sentence-similarity
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+ - mteb
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+ - retriever
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+ - text-embeddings-inference
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+ language:
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+ - en
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+ - zh
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+ base_model:
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+ - Qwen/Qwen3-Embedding-0.6B
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+ library_name: adapter-transformers
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  ---
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  # Jasper-Token-Compression-600M
 
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  10x
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  while still achieving excellent performance!
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+ Original training codes: https://github.com/DunZhang/Jasper-Token-Compression-Training
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+
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+ Report: https://arxiv.org/abs/2511.14405
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+
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  ## Features
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  - ⭐⭐⭐ Supports bilingual (Chinese and English)
 
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  If you find our work worth citing, please use the following citation.
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  ```
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  @misc{zhang2025jasperstelladistillationsota,
 
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  ```
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+ ```
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+ @misc{zhang2025jaspertokencompression600mtechnicalreport,
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+ title={Jasper-Token-Compression-600M Technical Report},
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+ author={Dun Zhang and Ziyang Zeng and Yudong Zhou and Shuyang Lu},
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+ year={2025},
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+ eprint={2511.14405},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.IR},
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+ url={https://arxiv.org/abs/2511.14405},
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+ }
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+ ```