English csv_with_des_pipeline pipeline DistilBertForSequenceClassification from i-dhilip

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.csv_with_des_pipeline is a English model originally trained by i-dhilip.

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How to use


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


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

Model Information

Model Name: csv_with_des_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 249.5 MB

References

https://huggingface.co/i-dhilip/csv_with_des

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForSequenceClassification