English olm_roberta_base_latest_pipeline pipeline RoBertaEmbeddings from olm

Description

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

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How to use


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


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

Model Information

Model Name: olm_roberta_base_latest_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 465.5 MB

References

https://huggingface.co/olm/olm-roberta-base-latest

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings