English summarizer_billsum_dataset_pipeline pipeline T5Transformer from Surbhit

Description

Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.summarizer_billsum_dataset_pipeline is a English model originally trained by Surbhit.

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: summarizer_billsum_dataset_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 333.6 MB

References

https://huggingface.co/Surbhit/summarizer-billsum_dataset

Included Models

  • DocumentAssembler
  • T5Transformer