MODELHugging Face

5/5

serengeti

Malagasy(mlg)fill-maskXLMRobertaForMaskedLM

Model Info

Language

Malagasy (mlg)

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: mlg
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-mlg
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%

Documentation86%

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.

serengeti

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32 languagesAfar(aar)XLMRobertaForMaskedLMfill-mask

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32 languagesAfrikaans(afr)XLMRobertaForMaskedLMfill-mask

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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

32 languagesBeembe (Kibembe)(beq)XLM-RLM (Pretrained Encoder)

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SERENGETI

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32 languagesBari(bfa)XLM-RLM (Pretrained Encoder)

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SERENGETI

Adebara et al. 2023

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

Open14 May 2026

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

Open26 May 2026

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

Open26 May 2026

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

Open26 May 2026

SERENGETI

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

32 languagesFuliiru (Kifuliiru)(flr)XLM-RLM

Open26 May 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesFon(fon)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesFula(ful)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesHausa(hau)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesIgbo(ibo)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesGikuyu(kik)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesLingala(lin)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

fill-mask model · XLMRobertaForMaskedLM · UBC-NLP

32 languagesLuganda(lug)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

serengeti

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32 languagesSouthern Ndebele(nbl)XLMRobertaForMaskedLMfill-mask

Restricted27 Oct 2026

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