English deberta_multitask_v0_pipeline pipeline DeBertaForSequenceClassification from Quintu

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deberta_multitask_v0_pipeline is a English model originally trained by Quintu.

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How to use


pipeline = PretrainedPipeline("deberta_multitask_v0_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("deberta_multitask_v0_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: deberta_multitask_v0_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 1.6 GB

References

https://huggingface.co/Quintu/deberta-multitask-v0

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification