chore: import upstream snapshot with attribution

2026-07-13 13:39:21 +08:00
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+.. C-MTEB
+.. ======
+
+.. Introduction
+.. ------------
+
+.. `C-MTEB <https://github.com/FlagOpen/FlagEmbedding/tree/master/C_MTEB>`_ is a benchmark for chinese text embedding. It contains 35
+.. datasets in 6 different tasks, providing a comprehensive evaluation to the quality of an embedding model on Chinese.
+
+
+.. .. image:: ../_static/img/C_MTEB.png
+..    :width: 700
+..    :align: center
+
+
+.. Installation
+.. ------------
+
+.. C-MTEB is developed based on MTEB, you can install C-MTEB by:
+
+.. .. code:: bash
+
+..     pip install -U C_MTEB
+
+.. or install by FlagEmbedding's repo:
+
+.. .. code:: bash
+
+..     git clone https://github.com/FlagOpen/FlagEmbedding.git
+..     cd FlagEmbedding/C_MTEB
+..     pip install -e .
+
+.. Citing the Work
+.. ---------------
+
+.. There are more details in our publication. If you find C-MTEB useful, you can cite it by:
+
+.. .. code::
+
+..     @misc{c-pack,
+..         title={C-Pack: Packaged Resources To Advance General Chinese Embedding}, 
+..         author={Shitao Xiao and Zheng Liu and Peitian Zhang and Niklas Muennighoff},
+..         year={2023},
+..         eprint={2309.07597},
+..         archivePrefix={arXiv},
+..         primaryClass={cs.CL}
+..     }