English distilbert_base_cased_sst2_ft_pipeline pipeline DistilBertForSequenceClassification from EgehanEralp

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_base_cased_sst2_ft_pipeline is a English model originally trained by EgehanEralp.

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How to use


pipeline = PretrainedPipeline("distilbert_base_cased_sst2_ft_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("distilbert_base_cased_sst2_ft_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: distilbert_base_cased_sst2_ft_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 246.0 MB

References

https://huggingface.co/EgehanEralp/distilbert-base-cased-sst2-ft

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForSequenceClassification