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  • John Snow Labs
  • Jan 23, 2025

English distilbert_ner_conll2003_zahra_fmma_pipeline pipeline DistilBertForTokenClassification from Zahra-FMMA

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained DistilBertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_ner_conll2003_zahra_fmma_pipeline is a English model originally trained by Zahra-FMMA.

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How to use


pipeline = PretrainedPipeline("distilbert_ner_conll2003_zahra_fmma_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("distilbert_ner_conll2003_zahra_fmma_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: distilbert_ner_conll2003_zahra_fmma_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 247.3 MB

References

https://huggingface.co/Zahra-FMMA/distilbert-ner-conll2003

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForTokenClassification