English sent_pretrained_xlm_portuguese_e5_select_pipeline pipeline XlmRoBertaSentenceEmbeddings from harish

Description

Pretrained XlmRoBertaSentenceEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.sent_pretrained_xlm_portuguese_e5_select_pipeline is a English model originally trained by harish.

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How to use


pipeline = PretrainedPipeline("sent_pretrained_xlm_portuguese_e5_select_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("sent_pretrained_xlm_portuguese_e5_select_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: sent_pretrained_xlm_portuguese_e5_select_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.0 GB

References

https://huggingface.co/harish/preTrained-xlm-pt-e5-select

Included Models

  • DocumentAssembler
  • TokenizerModel
  • SentenceDetectorDLModel
  • XlmRoBertaSentenceEmbeddings