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  • John Snow Labs
  • Apr 05, 2025

English modified_biobertv1_biored_chem_256_16_5_pipeline pipeline BertForTokenClassification from ghadeermobasher

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.modified_biobertv1_biored_chem_256_16_5_pipeline is a English model originally trained by ghadeermobasher.

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How to use


pipeline = PretrainedPipeline("modified_biobertv1_biored_chem_256_16_5_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("modified_biobertv1_biored_chem_256_16_5_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: modified_biobertv1_biored_chem_256_16_5_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 403.1 MB

References

https://huggingface.co/ghadeermobasher/Modified-biobertv1-BioRED-Chem-256-16-5

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification