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protectai / bert-large-cased-finetuned-conll03-english-onnx
Model's Last Updated: Marzo 25 2024
token-classification
Introduction of bert-large-cased-finetuned-conll03-english-onnx
Model Details of bert-large-cased-finetuned-conll03-english-onnx
ONNX version of dbmdz/bert-large-cased-finetuned-conll03-english
This model is a conversion of dbmdz/bert-large-cased-finetuned-conll03-english to ONNX format using the 🤗 Optimum library.
dbmdz/bert-large-cased-finetuned-conll03-english
is designed for named-entity recognition (NER), capable of finding person, organization, and other entities in the text.
Usage
Loading the model requires the 🤗 Optimum library installed.
from optimum.onnxruntime import ORTModelForTokenClassification
from transformers import AutoTokenizer, pipeline
tokenizer = AutoTokenizer.from_pretrained("laiyer/bert-large-cased-finetuned-conll03-english-onnx")
model = ORTModelForTokenClassification.from_pretrained("laiyer/bert-large-cased-finetuned-conll03-english-onnx")
ner = pipeline(
task="ner",
model=model,
tokenizer=tokenizer,
)
ner_output = ner("My name is John Doe.")
print(ner_output)
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Community
Join our Slack to give us feedback, connect with the maintainers and fellow users, ask questions, or engage in discussions about LLM security!
Runs of protectai bert-large-cased-finetuned-conll03-english-onnx on huggingface.co
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More Information About bert-large-cased-finetuned-conll03-english-onnx huggingface.co Model
Url of bert-large-cased-finetuned-conll03-english-onnx
bert-large-cased-finetuned-conll03-english-onnx huggingface.co Url
Provider of bert-large-cased-finetuned-conll03-english-onnx huggingface.co
Other API from protectai
Updated: Marzo 06 2025
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