English finetuned_geeks_pipeline pipeline BertForTokenClassification from sampurnr

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: finetuned_geeks_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 403.7 MB

References

https://huggingface.co/sampurnr/finetuned-geeks

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification