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  • John Snow Labs
  • Feb 06, 2025

Multilingual formality_classifier_mdeberta_v3_base_pipeline pipeline DeBertaForSequenceClassification from LenDigLearn

  • xx
  • open_source
  • pipeline
  • onnx

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.formality_classifier_mdeberta_v3_base_pipeline is a Multilingual model originally trained by LenDigLearn.

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How to use


pipeline = PretrainedPipeline("formality_classifier_mdeberta_v3_base_pipeline", lang = "xx")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("formality_classifier_mdeberta_v3_base_pipeline", lang = "xx")
val annotations = pipeline.transform(df)

Model Information

Model Name: formality_classifier_mdeberta_v3_base_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: xx
Size: 815.0 MB

References

https://huggingface.co/LenDigLearn/formality-classifier-mdeberta-v3-base

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification