eolang / Swahili-NER-BertBase-Cased

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Total runs: 9
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7-day runs: -3
30-day runs: 0
Model's Last Updated: March 15 2023
token-classification

Introduction of Swahili-NER-BertBase-Cased

Model Details of Swahili-NER-BertBase-Cased

Intended uses & limitations
How to use

You can use this model with Transformers pipeline for NER.

from transformers import pipeline
from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("eolang/Swahili-NER-BertBase-Cased")
model = AutoModelForTokenClassification.from_pretrained("eolang/Swahili-NER-BertBase-Cased")

nlp = pipeline("ner", model=model, tokenizer=tokenizer)
example = "Kwa nini Kenya inageukia mazao ya GMO kukabiliana na ukame"

ner_results = nlp(example)
print(ner_results)
Training data

This model was fine-tuned on the Swahili Version of the WikiAnn dataset for cross-lingual name tagging and linking based on Wikipedia articles in 295 languages

Training procedure

This model was trained on a single NVIDIA A 5000 GPU with recommended hyperparameters from the original BERT paper which trained & evaluated the model on CoNLL-2003 NER task.

Runs of eolang Swahili-NER-BertBase-Cased on huggingface.co

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More Information About Swahili-NER-BertBase-Cased huggingface.co Model

More Swahili-NER-BertBase-Cased license Visit here:

https://choosealicense.com/licenses/apache-2.0

Swahili-NER-BertBase-Cased huggingface.co

Swahili-NER-BertBase-Cased huggingface.co is an AI model on huggingface.co that provides Swahili-NER-BertBase-Cased's model effect (), which can be used instantly with this eolang Swahili-NER-BertBase-Cased model. huggingface.co supports a free trial of the Swahili-NER-BertBase-Cased model, and also provides paid use of the Swahili-NER-BertBase-Cased. Support call Swahili-NER-BertBase-Cased model through api, including Node.js, Python, http.

Swahili-NER-BertBase-Cased huggingface.co Url

https://huggingface.co/eolang/Swahili-NER-BertBase-Cased

eolang Swahili-NER-BertBase-Cased online free

Swahili-NER-BertBase-Cased huggingface.co is an online trial and call api platform, which integrates Swahili-NER-BertBase-Cased's modeling effects, including api services, and provides a free online trial of Swahili-NER-BertBase-Cased, you can try Swahili-NER-BertBase-Cased online for free by clicking the link below.

eolang Swahili-NER-BertBase-Cased online free url in huggingface.co:

https://huggingface.co/eolang/Swahili-NER-BertBase-Cased

Swahili-NER-BertBase-Cased install

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

Swahili-NER-BertBase-Cased install url in huggingface.co:

https://huggingface.co/eolang/Swahili-NER-BertBase-Cased

Url of Swahili-NER-BertBase-Cased

Swahili-NER-BertBase-Cased huggingface.co Url

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