English punctuatorid_pipeline pipeline BertForTokenClassification from candra

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: punctuatorid_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 412.6 MB

References

https://huggingface.co/candra/punctuatorid

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification