English ewe_baseline_pipeline pipeline DistilBertForTokenClassification from radioapple

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: ewe_baseline_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 250.4 MB

References

https://huggingface.co/radioapple/EE_baseline

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForTokenClassification