English group12_mlm_distilled_roberta_ft_pipeline pipeline RoBertaEmbeddings from twburns

Description

Pretrained RoBertaEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.group12_mlm_distilled_roberta_ft_pipeline is a English model originally trained by twburns.

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How to use


pipeline = PretrainedPipeline("group12_mlm_distilled_roberta_ft_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("group12_mlm_distilled_roberta_ft_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: group12_mlm_distilled_roberta_ft_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 306.5 MB

References

https://huggingface.co/twburns/group12_mlm_Distilled_Roberta-ft

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings