Models
MODELHugging Face
5/5

serengeti

Fula(ful)fill-maskXLMRobertaForMaskedLM
View Source

Model Info

Language
Fula (ful)
Architecture
XLMRobertaForMaskedLM
Institution
UBC-NLP
Last Updated
27 Oct 2026

Intended Use Cases

fill-mask

License & Access

SPDX identifierUnknown

Restricted — review the source terms before use.

Provenance

Source URL
https://huggingface.co/UBC-NLP/serengeti
Fetch Timestamp
27 Oct 2026
Submitter
UBC-NLP

Full Record

18 of 25 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (12/18)

iso code
ful
Model Name
serengeti
Where is it hosted
Hugging Face
Link
https://huggingface.co/UBC-NLP/serengeti
Year
2023
Creator/Author(s)
UBC-NLP
Paper Reference
https://arxiv.org/abs/2212.10785
NLP Task
fill-mask
Architecture
XLMRobertaForMaskedLMderivedHugging Face config: architectures / model_type (replaces the library name 'transformers', kept in `library`)
Base Model
Not stated
Fine-tuned?
Not stated
License
Not stated
Open Access
Restricted
Has Model Card
Yes
SOTA Tasks
Not stated
Verified By
Not stated
Date Indexed
2026-10-27
Comment
Not stated

Readiness (LRS) (6/7)

model id
serengeti-ful
Model Type
LLM
Training Data Sources
Not stated
Benchmark Used
SERENGETI NLU Eval Suitederivedregistry benchmark records for this model
Benchmark Score
Multiple NLU tasks for African languages
Benchmark Date
2023
Status
Activederivedupdated within 3 years

Readiness Score Breakdown

5/5
Data Coverage100%
Model Availability100%
Benchmarks100%
Documentation71%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity
Relations Explorer link

Also Available In

This is the same multilingual corpus, sliced for other languages the platform indexes it under.

model

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesAfar(aar)XLMRobertaForMaskedLMfill-mask
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serengeti

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serengeti

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32 languagesAkan(aka)XLMRobertaForMaskedLMfill-mask
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32 languagesAmharic(amh)XLMRobertaForMaskedLMfill-mask
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serengeti

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32 languagesBambara(bam)XLMRobertaForMaskedLMfill-mask
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SERENGETI

Adebara et al. 2023

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32 languagesMalba Birifor(bfo)XLM-RLM (Pretrained Encoder)
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SERENGETI

dug is one of 517 African languages in SERENGETI pretraining. Confirmed in supported-languages.txt on HuggingFace. Not individually benchmarked. Also: SERENG…

32 languagesDuguri(dug)XLM-RLM
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SERENGETI

ebu is one of 517 African languages in SERENGETI pretraining. Confirmed in supported-languages.txt on HuggingFace. Not individually benchmarked.

32 languagesEmbu (Kîembu)(ebu)XLM-RLM
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Open26 May 2026
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SERENGETI

ego is one of 517 African languages in SERENGETI pretraining. Confirmed in supported-languages.txt on HuggingFace. Not individually benchmarked.

32 languagesEggon(ego)XLM-RLM
HUHugging Face
Open26 May 2026
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SERENGETI

flr (Fuliiru) confirmed in SERENGETI supported-languages list. Not individually benchmarked. Commercial use requires author permission.

32 languagesFuliiru (Kifuliiru)(flr)XLM-RLM
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Open26 May 2026
model

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesFon(fon)XLMRobertaForMaskedLMfill-mask
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serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesHausa(hau)XLMRobertaForMaskedLMfill-mask
HUHugging Face
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serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesIgbo(ibo)XLMRobertaForMaskedLMfill-mask
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serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesGikuyu(kik)XLMRobertaForMaskedLMfill-mask
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32 languagesLingala(lin)XLMRobertaForMaskedLMfill-mask
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fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesLuganda(lug)XLMRobertaForMaskedLMfill-mask
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fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesMalagasy(mlg)XLMRobertaForMaskedLMfill-mask
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serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesSouthern Ndebele(nbl)XLMRobertaForMaskedLMfill-mask
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Restricted27 Oct 2026

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