English roberta_dist_rat_pipeline pipeline RoBertaForSequenceClassification from Gnider

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: roberta_dist_rat_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 309.1 MB

References

https://huggingface.co/Gnider/roberta_dist_rat

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification