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  • John Snow Labs
  • May 22, 2025

English roberta_base_go_emotions_pipeline pipeline DistilBertForSequenceClassification from Laddoo

  • en
  • open_source
  • pipeline
  • onnx

Description

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

Predicted Entities

Download Copy S3 URI

How to use

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

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

Model Information

Model Name: roberta_base_go_emotions_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 455.4 MB

References

References

https://huggingface.co/Laddoo/roberta-base-go_emotions

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification