English deberta_amazon_reviews_v1_alexandra2398_pipeline pipeline DeBertaForSequenceClassification from Alexandra2398

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deberta_amazon_reviews_v1_alexandra2398_pipeline is a English model originally trained by Alexandra2398.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("deberta_amazon_reviews_v1_alexandra2398_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("deberta_amazon_reviews_v1_alexandra2398_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: deberta_amazon_reviews_v1_alexandra2398_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 621.3 MB

References

https://huggingface.co/Alexandra2398/deberta_amazon_reviews_v1

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification