English rob3rta_pipeline pipeline RoBertaEmbeddings from higopires

Description

Pretrained RoBertaEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.rob3rta_pipeline is a English model originally trained by higopires.

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How to use


pipeline = PretrainedPipeline("rob3rta_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("rob3rta_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: rob3rta_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 311.6 MB

References

https://huggingface.co/higopires/roB3rta

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings