English team7_pipeline pipeline RoBertaForSequenceClassification from MLGuy2

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.team7_pipeline is a English model originally trained by MLGuy2.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("team7_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("team7_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: team7_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 468.5 MB

References

https://huggingface.co/MLGuy2/Team7

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification