English diabetes_bert_two_pipeline pipeline RoBertaEmbeddings from ubaskota

Description

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

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How to use


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


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

Model Information

Model Name: diabetes_bert_two_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 463.7 MB

References

https://huggingface.co/ubaskota/diabetes_BERT_two

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings