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  • John Snow Labs
  • Jan 30, 2025

English deberta_xsmall_trained_merged_dataset_version1_pipeline pipeline DeBertaForSequenceClassification from AI-ML-Research

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deberta_xsmall_trained_merged_dataset_version1_pipeline is a English model originally trained by AI-ML-Research.

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How to use


pipeline = PretrainedPipeline("deberta_xsmall_trained_merged_dataset_version1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("deberta_xsmall_trained_merged_dataset_version1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: deberta_xsmall_trained_merged_dataset_version1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 173.2 MB

References

https://huggingface.co/AI-ML-Research/deberta-xsmall-trained-merged-dataset-version1

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification