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diff --git a/README.md b/README.md
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index 0000000000000000000000000000000000000000..68476ed571e17db7d55356014af6ee4daa8a238c
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+---
+license: apache-2.0
+task_categories:
+- text-retrieval
+- text-classification
+- sentence-similarity
+- feature-extraction
+language:
+- en
+- zh
+- ru
+- es
+- fr
+- de
+- ar
+- nl
+- vi
+- hi
+- ko
+- ja
+- it
+- id
+- pt
+- pl
+- tr
+- da
+- th
+- sv
+- fa
+- uk
+- cs
+- 'no'
+- el
+- ca
+- ro
+- fi
+- bg
+- tl
+- gl
+- my
+- hy
+- km
+- ne
+- hu
+- eu
+- he
+- lo
+- sw
+- az
+- lv
+- si
+- sk
+- tg
+- et
+- lt
+- ms
+- hr
+- is
+- sl
+- sr
+- ur
+- bn
+- af
+- ta
+- ka
+- te
+- ml
+- mn
+- nn
+- kk
+- cy
+- mr
+- sq
+- nb
+- mk
+- jv
+- kn
+- eo
+- la
+- gu
+- uz
+- am
+- oc
+- be
+- mg
+- vo
+- pa
+- lb
+- ht
+- br
+- ga
+- xh
+- tt
+- bs
+- yo
+size_categories:
+- 10M<n<100M
+---
+
+## Citation
+
+```
+@misc{f2llm-v2,
+      title={F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World}, 
+      author={Ziyin Zhang and Zihan Liao and Hang Yu and Peng Di and Rui Wang},
+      year={2026},
+      eprint={2603.19223},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2603.19223}, 
+}
+```
\ No newline at end of file
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