English maghriberta_pipeline pipeline RoBertaEmbeddings from nboudad

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: maghriberta_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 346.6 MB

References

https://huggingface.co/nboudad/Maghriberta

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings