English xlm_roberta_base_readability_pipeline pipeline XlmRoBertaForSequenceClassification from v-urushkin

Description

Pretrained XlmRoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.xlm_roberta_base_readability_pipeline is a English model originally trained by v-urushkin.

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How to use


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


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

Model Information

Model Name: xlm_roberta_base_readability_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 794.8 MB

References

https://huggingface.co/v-urushkin/xlm-roberta-base-readability

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification