English autonlp_sst1_529214890_pipeline pipeline RoBertaForSequenceClassification from lucianpopa

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.autonlp_sst1_529214890_pipeline is a English model originally trained by lucianpopa.

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How to use


pipeline = PretrainedPipeline("autonlp_sst1_529214890_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("autonlp_sst1_529214890_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: autonlp_sst1_529214890_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 434.5 MB

References

https://huggingface.co/lucianpopa/autonlp-SST1-529214890

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification