Davlan / bert-base-multilingual-cased-finetuned-wolof

huggingface.co
Total runs: 36
24-hour runs: 0
7-day runs: 3
30-day runs: 19
Model's Last Updated: June 30 2021
fill-mask

Introduction of bert-base-multilingual-cased-finetuned-wolof

Model Details of bert-base-multilingual-cased-finetuned-wolof

Hugging Face's logo

language: wo datasets:


bert-base-multilingual-cased-finetuned-wolof

Model description

bert-base-multilingual-cased-finetuned-wolof is a Wolof BERT model obtained by fine-tuning bert-base-multilingual-cased model on Wolof language texts. It provides better performance than the multilingual BERT on named entity recognition datasets.

Specifically, this model is a bert-base-multilingual-cased model that was fine-tuned on Wolof corpus.

Intended uses & limitations
How to use

You can use this model with Transformers pipeline for masked token prediction.

>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='Davlan/bert-base-multilingual-cased-finetuned-wolof')
>>> unmasker("Màkki Sàll feeñal na ay xalaatam ci mbir yu am solo yu soxal [MASK] ak Afrik.")
Limitations and bias

This model is limited by its training dataset of entity-annotated news articles from a specific span of time. This may not generalize well for all use cases in different domains.

Training data

This model was fine-tuned on Bible OT + OPUS + News Corpora (Lu Defu Waxu, Saabal, and Wolof Online)

Training procedure

This model was trained on a single NVIDIA V100 GPU

Eval results on Test set (F-score, average over 5 runs)
Dataset mBERT F1 wo_bert F1
MasakhaNER 64.52 69.43
BibTeX entry and citation info

By David Adelani


Runs of Davlan bert-base-multilingual-cased-finetuned-wolof on huggingface.co

36
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
19
30-day runs

More Information About bert-base-multilingual-cased-finetuned-wolof huggingface.co Model

bert-base-multilingual-cased-finetuned-wolof huggingface.co

bert-base-multilingual-cased-finetuned-wolof huggingface.co is an AI model on huggingface.co that provides bert-base-multilingual-cased-finetuned-wolof's model effect (), which can be used instantly with this Davlan bert-base-multilingual-cased-finetuned-wolof model. huggingface.co supports a free trial of the bert-base-multilingual-cased-finetuned-wolof model, and also provides paid use of the bert-base-multilingual-cased-finetuned-wolof. Support call bert-base-multilingual-cased-finetuned-wolof model through api, including Node.js, Python, http.

bert-base-multilingual-cased-finetuned-wolof huggingface.co Url

https://huggingface.co/Davlan/bert-base-multilingual-cased-finetuned-wolof

Davlan bert-base-multilingual-cased-finetuned-wolof online free

bert-base-multilingual-cased-finetuned-wolof huggingface.co is an online trial and call api platform, which integrates bert-base-multilingual-cased-finetuned-wolof's modeling effects, including api services, and provides a free online trial of bert-base-multilingual-cased-finetuned-wolof, you can try bert-base-multilingual-cased-finetuned-wolof online for free by clicking the link below.

Davlan bert-base-multilingual-cased-finetuned-wolof online free url in huggingface.co:

https://huggingface.co/Davlan/bert-base-multilingual-cased-finetuned-wolof

bert-base-multilingual-cased-finetuned-wolof install

bert-base-multilingual-cased-finetuned-wolof is an open source model from GitHub that offers a free installation service, and any user can find bert-base-multilingual-cased-finetuned-wolof on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-multilingual-cased-finetuned-wolof install, users can directly use bert-base-multilingual-cased-finetuned-wolof installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert-base-multilingual-cased-finetuned-wolof install url in huggingface.co:

https://huggingface.co/Davlan/bert-base-multilingual-cased-finetuned-wolof

Url of bert-base-multilingual-cased-finetuned-wolof

bert-base-multilingual-cased-finetuned-wolof huggingface.co Url

Provider of bert-base-multilingual-cased-finetuned-wolof huggingface.co

Davlan
ORGANIZATIONS

Other API from Davlan

huggingface.co

Total runs: 6.0K
Run Growth: 1.6K
Growth Rate: 26.66%
Updated:September 11 2023
huggingface.co

Total runs: 641
Run Growth: 302
Growth Rate: 48.79%
Updated:September 11 2023
huggingface.co

Total runs: 281
Run Growth: -362
Growth Rate: -128.83%
Updated:June 25 2025
huggingface.co

Total runs: 19
Run Growth: 10
Growth Rate: 52.63%
Updated:July 03 2024
huggingface.co

Total runs: 10
Run Growth: 6
Growth Rate: 60.00%
Updated:July 03 2024