metadata

license: mit
tags:
  - generated_from_trainer
model-index:
  - name: afro-xlmr-large-75L
    results: []
language:
  - en
  - am
  - ar
  - so
  - sw
  - pt
  - af
  - fr
  - zu
  - mg
  - ha
  - sn
  - arz
  - ny
  - ig
  - xh
  - yo
  - st
  - rw
  - tn
  - ti
  - ts
  - om
  - run
  - nso
  - ee
  - ln
  - tw
  - pcm
  - gaa
  - loz
  - lg
  - guw
  - bem
  - efi
  - lue
  - lua
  - toi
  - ve
  - tum
  - tll
  - iso
  - kqn
  - zne
  - umb
  - mos
  - tiv
  - lu
  - ff
  - kwy
  - bci
  - rnd
  - luo
  - wal
  - ss
  - lun
  - wo
  - nyk
  - kj
  - ki
  - fon
  - bm
  - cjk
  - din
  - dyu
  - kab
  - kam
  - kbp
  - kr
  - kmb
  - kg
  - nus
  - sg
  - taq
  - tzm

afro-xlmr-large-75L

AfroXLMR-large was created by MLM adaptation of XLM-R-large model on 75 languages widely spoken in Africa including 4 high-resource languages.

Pre-training corpus

A mix of mC4, Wikipedia and OPUS data

Languages

There are 75 languages available :

English (eng)
Amharic (amh)
Arabic (ara)
Somali (som)
Kiswahili (swa)
Portuguese (por)
Afrikaans (afr)
French (fra)
isiZulu (zul)
Malagasy (mlg)
Hausa (hau)
chiShona (sna)
Egyptian Arabic (arz)
Chichewa (nya)
Igbo (ibo)
isiXhosa (xho)
Yorùbá (yor)
Sesotho (sot)
Kinyarwanda (kin)
Tigrinya (tir)
Tsonga (tso)
Oromo (orm)
Rundi (run)
Northern Sotho (nso)
Ewe (ewe)
Lingala (lin)
Twi (twi)
Nigerian Pidgin (pcm)
Ga (gaa)
Lozi (loz)
Luganda (lug)
Gun (guw)
Bemba (bem)
Efik (efi)
Luvale (lue)
Luba-Lulua (lua)
Tonga (toi)
Tshivenḓa (ven)
Tumbuka (tum)
Tetela (tll)
Isoko (iso)
Kaonde (kqn)
Zande (zne)
Umbundu (umb)
Mossi (mos)
Tiv (tiv)
Luba-Katanga (lub)
Fula (fuv)
San Salvador Kongo (kwy)
Baoulé (bci)
Ruund (rnd)
Luo (luo)
Wolaitta (wal)
Swazi (ssw)
Lunda (lun)
Wolof (wol)
Nyaneka (nyk)
Kwanyama (kua)
Kikuyu (kik)
Fon (fon)
Bambara (bam)
Chokwe (cjk)
Dinka (dik)
Dyula (dyu)
Kabyle (kab)
Kamba (kam)
Kabiyè (kbp)
Kanuri (knc)
Kimbundu (kmb)
Kikongo (kon)
Nuer (nus)
Sango (sag)
Tamasheq (taq)
Tamazight (tzm)

Acknowledgment

Model trained by @Jesujoba

BibTeX entry and citation info.

@misc{adelani2023sib200,
      title={SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects}, 
      author={David Ifeoluwa Adelani and Hannah Liu and Xiaoyu Shen and Nikita Vassilyev and Jesujoba O. Alabi and Yanke Mao and Haonan Gao and Annie En-Shiun Lee},
      year={2023},
      eprint={2309.07445},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}