Introduction of bert-base-multilingual-cased-finetuned-naija
Model Details of bert-base-multilingual-cased-finetuned-naija
Hugging Face's logo
language: pcm
datasets:
bert-base-multilingual-cased-finetuned-naija
Model description
bert-base-multilingual-cased-finetuned-naija
is a
Nigerian-Pidgin BERT
model obtained by fine-tuning
bert-base-multilingual-cased
model on Nigerian-Pidgin 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 Nigerian-Pidgin 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-naija')
>>> unmasker("Another attack on ambulance happen for Koforidua in March [MASK] year where robbers kill Ambulance driver")
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.
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Davlan bert-base-multilingual-cased-finetuned-naija online free url in huggingface.co:
bert-base-multilingual-cased-finetuned-naija is an open source model from GitHub that offers a free installation service, and any user can find bert-base-multilingual-cased-finetuned-naija on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-multilingual-cased-finetuned-naija install, users can directly use bert-base-multilingual-cased-finetuned-naija installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
bert-base-multilingual-cased-finetuned-naija install url in huggingface.co: