English tod_xlmr_pipeline pipeline XlmRoBertaEmbeddings from umanlp

Description

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

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How to use


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


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

Model Information

Model Name: tod_xlmr_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.0 GB

References

https://huggingface.co/umanlp/TOD-XLMR

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaEmbeddings