English pretrain_model_pipeline pipeline RoBertaForSequenceClassification from charisgao

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: pretrain_model_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 450.1 MB

References

https://huggingface.co/charisgao/pretrain_model

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification