xlm-roberta-base-finetuned-naija
is a
Nigerian Pidgin RoBERTa
model obtained by fine-tuning
xlm-roberta-base
model on Nigerian Pidgin language texts. It provides
better performance
than the XLM-RoBERTa on named entity recognition datasets.
Specifically, this model is a
xlm-roberta-base
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/xlm-roberta-base-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.
Runs of Davlan xlm-roberta-base-finetuned-naija on huggingface.co
111
Total runs
0
24-hour runs
3
3-day runs
1
7-day runs
89
30-day runs
More Information About xlm-roberta-base-finetuned-naija huggingface.co Model
xlm-roberta-base-finetuned-naija huggingface.co
xlm-roberta-base-finetuned-naija huggingface.co is an AI model on huggingface.co that provides xlm-roberta-base-finetuned-naija's model effect (), which can be used instantly with this Davlan xlm-roberta-base-finetuned-naija model. huggingface.co supports a free trial of the xlm-roberta-base-finetuned-naija model, and also provides paid use of the xlm-roberta-base-finetuned-naija. Support call xlm-roberta-base-finetuned-naija model through api, including Node.js, Python, http.
xlm-roberta-base-finetuned-naija huggingface.co is an online trial and call api platform, which integrates xlm-roberta-base-finetuned-naija's modeling effects, including api services, and provides a free online trial of xlm-roberta-base-finetuned-naija, you can try xlm-roberta-base-finetuned-naija online for free by clicking the link below.
Davlan xlm-roberta-base-finetuned-naija online free url in huggingface.co:
xlm-roberta-base-finetuned-naija is an open source model from GitHub that offers a free installation service, and any user can find xlm-roberta-base-finetuned-naija on GitHub to install. At the same time, huggingface.co provides the effect of xlm-roberta-base-finetuned-naija install, users can directly use xlm-roberta-base-finetuned-naija installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
xlm-roberta-base-finetuned-naija install url in huggingface.co: