Edit on GitHub
  • John Snow Labs
  • Jan 23, 2025

English ner_model_pipeline pipeline BertForTokenClassification from MichaelSargious

  • en
  • open_source
  • pipeline
  • onnx

Description

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

Predicted Entities

Download Copy S3 URI

How to use

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

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

Model Information

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

References

References

References

https://huggingface.co/MichaelSargious/ner_model

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForTokenClassification