English deeva_modcat_seqclass_deberta_v1_pipeline pipeline DeBertaForSequenceClassification from leobg

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deeva_modcat_seqclass_deberta_v1_pipeline is a English model originally trained by leobg.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("deeva_modcat_seqclass_deberta_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("deeva_modcat_seqclass_deberta_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: deeva_modcat_seqclass_deberta_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 408.0 MB

References

https://huggingface.co/leobg/deeva-modcat-seqclass-deberta-v1

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification