English cer_model_iiii_pipeline pipeline BertForTokenClassification from urbija

Description

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

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How to use


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


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

Model Information

Model Name: cer_model_iiii_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 403.3 MB

References

https://huggingface.co/urbija/cer_model-iiii

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification