English cnec_2_0_czert_b_base_cased_pipeline pipeline BertForTokenClassification from stulcrad

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.cnec_2_0_czert_b_base_cased_pipeline is a English model originally trained by stulcrad.

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How to use


pipeline = PretrainedPipeline("cnec_2_0_czert_b_base_cased_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("cnec_2_0_czert_b_base_cased_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: cnec_2_0_czert_b_base_cased_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 408.6 MB

References

https://huggingface.co/stulcrad/CNEC_2_0_Czert-B-base-cased

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification