English umberto_fine_tuned_docclass_punjabi_eastern_pipeline pipeline CamemBertForSequenceClassification from colinglab

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: umberto_fine_tuned_docclass_punjabi_eastern_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 408.6 MB

References

https://huggingface.co/colinglab/UMBERTO_fine-tuned_DocClass_PA

Included Models

  • DocumentAssembler
  • TokenizerModel
  • CamemBertForSequenceClassification