English aligned_source_5e_5_pipeline pipeline XlmRoBertaForTokenClassification from grace-pro

Description

Pretrained XlmRoBertaForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.aligned_source_5e_5_pipeline is a English model originally trained by grace-pro.

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How to use


pipeline = PretrainedPipeline("aligned_source_5e_5_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("aligned_source_5e_5_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: aligned_source_5e_5_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.0+
License: Open Source
Edition: Official
Language: en
Size: 1.0 GB

References

https://huggingface.co/grace-pro/aligned_source_5e-5

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForTokenClassification