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  • John Snow Labs
  • Sep 05, 2024

German german_text_classification_pipeline pipeline XlmRoBertaForSequenceClassification from RashidNLP

  • de
  • open_source
  • pipeline
  • onnx

Description

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

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How to use


pipeline = PretrainedPipeline("german_text_classification_pipeline", lang = "de")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("german_text_classification_pipeline", lang = "de")
val annotations = pipeline.transform(df)

Model Information

Model Name: german_text_classification_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: de
Size: 779.2 MB

References

https://huggingface.co/RashidNLP/German-Text-Classification

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification