English sent_xlm_roberta_base_ance_warmup_pipeline pipeline XlmRoBertaSentenceEmbeddings from k-ush

Description

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

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How to use


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


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

Model Information

Model Name: sent_xlm_roberta_base_ance_warmup_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 831.1 MB

References

https://huggingface.co/k-ush/xlm-roberta-base-ance-warmup

Included Models

  • DocumentAssembler
  • TokenizerModel
  • SentenceDetectorDLModel
  • XlmRoBertaSentenceEmbeddings