English rerank_v5_pipeline pipeline XlmRoBertaForSequenceClassification from adriansanz

Description

Pretrained XlmRoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.rerank_v5_pipeline is a English model originally trained by adriansanz.

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How to use


pipeline = PretrainedPipeline("rerank_v5_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("rerank_v5_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: rerank_v5_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 994.0 MB

References

https://huggingface.co/adriansanz/rerank_v5

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification