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)
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