MODELHugging Face

5/5

afroxlmr-large-ner-masakhaner-1.0_2.0

Tswana(tsn)token-classificationXLMRobertaForTokenClassification

Model Info

Language

Tswana (tsn)

Architecture

XLMRobertaForTokenClassification

Institution

masakhane

Last Updated

27 Oct 2026

Intended Use Cases

token-classification

License & Access

SPDX identifierafl-3.0

Restricted — review the source terms before use.

Provenance

Source URL

https://huggingface.co/masakhane/afroxlmr-large-ner-masakhaner-1.0_2.0

Fetch Timestamp

27 Oct 2026

Submitter

masakhane

Full Record

16 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 (13/18)

iso code: tsn
Model Name: afroxlmr-large-ner-masakhaner-1.0_2.0
Where is it hosted: Hugging Face
Link: https://huggingface.co/masakhane/afroxlmr-large-ner-masakhaner-1.0_2.0
Year: 2022
Creator/Author(s): masakhane
Paper Reference: https://arxiv.org/abs/2103.11811
NLP Task: token-classification
Architecture: XLMRobertaForTokenClassificationderivedHugging Face config: architectures / model_type (replaces the library name 'transformers', kept in `library`)
Base Model: Not stated
Fine-tuned?: Not stated
License: afl-3.0
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) (3/7)

model id: afroxlmr-large-ner-masakhaner-1-0-2-0-tsn
Model Type: NER
Training Data Sources: masakhaner2derivedHugging Face card: datasets
Benchmark Used: Not stated
Benchmark Score: Not stated
Benchmark Date: Not stated
Status: Not stated

Readiness Score Breakdown

5/5

Data Coverage100%

Model Availability100%

Benchmarks100%

Documentation75%

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.

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesAmharic(amh)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesBambara(bam)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

masakhane/afroxlmr-large-ner-masakhaner-1.0_2.0

NER model · XLMRobertaForTokenClassification · Jesujoba Alabi, David Adelani et al. (Masakhane)

21 languagesGhomálá'(bbj)AfroXLM-R large (XLM-R large adapted on 25 African langs)NER

Open22 May 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesEwe(ewe)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesFon(fon)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesHausa(hau)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesIgbo(ibo)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesKinyarwanda(kin)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesLuganda(lug)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesLuo(luo)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesMooré(mos)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesChewa(nya)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesNigerian Pidgin(pcm)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

masakhane/afroxlmr-large-ner-masakhaner-1.0_2.0

Shona (sna) achieves F1=96.5 on MasakhaNER 2.0 — highest in the benchmark. Multilingual NER model covering 21 African languages.

21 languagesShona(sna)Davlan/afro-xlmr-largeNER

Open17 Jun 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesSwahili(swa)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesTwi(twi)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesWolof(wol)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesXhosa(xho)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesYoruba(yor)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

afroxlmr-large-ner-masakhaner-1.0_2.0

token-classification model · XLMRobertaForTokenClassification · masakhane

21 languagesZulu(zul)XLMRobertaForTokenClassificationtoken-classification

Restricted27 Oct 2026

Related Models

xeus

automatic-speech-recognition model · espnet · espnet

1,424 languagesTswana(tsn)espnetautomatic-speech-recognition

Restricted27 Oct 2026

hubert-base-mmsulab

HubertModel · coml

1,416 languagesTswana(tsn)HubertModel

Restricted27 Oct 2026

spidr-mmsulab

coml

1,416 languagesTswana(tsn)

Restricted27 Oct 2026