English summarizer_pipeline pipeline BartTransformer from hadifar

Description

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

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How to use


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


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

Model Information

Model Name: summarizer_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 810.9 MB

References

https://huggingface.co/hadifar/summarizer

Included Models

  • DocumentAssembler
  • BartTransformer