English classification_pipeline pipeline DistilBertForSequenceClassification from MaX0214

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.classification_pipeline is a English model originally trained by MaX0214.

Predicted Entities

Download Copy S3 URI

How to use

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

Model Information

Model Name: classification_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 321.3 MB

References

References

https://huggingface.co/MaX0214/classification

Included Models

  • ImageAssembler
  • ViTForImageClassification