English xtc_pipeline pipeline XlmRoBertaForSequenceClassification from Rewire

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: xtc_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 1.0 GB

References

https://huggingface.co/Rewire/XTC

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification