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  • John Snow Labs
  • Apr 06, 2025

English sentiment_roberta_large_e12_b16_pipeline pipeline RoBertaForSequenceClassification from JerryYanJiang

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.sentiment_roberta_large_e12_b16_pipeline is a English model originally trained by JerryYanJiang.

Predicted Entities

Download Copy S3 URI

How to use

pipeline = PretrainedPipeline("sentiment_roberta_large_e12_b16_pipeline", lang = "en")
annotations =  pipeline.transform(df)

val pipeline = new PretrainedPipeline("sentiment_roberta_large_e12_b16_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: sentiment_roberta_large_e12_b16_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

References

https://huggingface.co/JerryYanJiang/sentiment-roberta-large-e12-b16

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification