English roberta_3e_pipeline pipeline RoBertaForSequenceClassification from Shana4

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.roberta_3e_pipeline is a English model originally trained by Shana4.

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How to use


pipeline = PretrainedPipeline("roberta_3e_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("roberta_3e_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: roberta_3e_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 467.8 MB

References

https://huggingface.co/Shana4/RoBERTa_3E

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification