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  • John Snow Labs
  • Sep 08, 2024

English cw_ner_model_pipeline pipeline DistilBertForTokenClassification from ArshiaKarimian

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained DistilBertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.cw_ner_model_pipeline is a English model originally trained by ArshiaKarimian.

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How to use


pipeline = PretrainedPipeline("cw_ner_model_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("cw_ner_model_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: cw_ner_model_pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Input Labels: [document, token]
Output Labels: [ner]
Language: en
Size: 247.3 MB

References

https://huggingface.co/ArshiaKarimian/CW_NER_MODEL_PIPELINE