English ner_tune_v2_42_pipeline pipeline CamemBertForTokenClassification from Madnesss

Description

Pretrained CamemBertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ner_tune_v2_42_pipeline is a English model originally trained by Madnesss.

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How to use


pipeline = PretrainedPipeline("ner_tune_v2_42_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("ner_tune_v2_42_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: ner_tune_v2_42_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 392.2 MB

References

https://huggingface.co/Madnesss/ner-tune-v2_42

Included Models

  • DocumentAssembler
  • TokenizerModel
  • CamemBertForTokenClassification