English ground_english_roberta_large_pipeline pipeline RoBertaEmbeddings from dreamerdeo

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: ground_english_roberta_large_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

https://huggingface.co/dreamerdeo/ground-en-roberta-large

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings