Multilingual ethicaleye_pipeline pipeline XlmRoBertaForSequenceClassification from autopilot-ai

Description

Pretrained XlmRoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ethicaleye_pipeline is a Multilingual model originally trained by autopilot-ai.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("ethicaleye_pipeline", lang = "xx")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("ethicaleye_pipeline", lang = "xx")
val annotations = pipeline.transform(df)

Model Information

Model Name: ethicaleye_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: xx
Size: 809.4 MB

References

https://huggingface.co/autopilot-ai/EthicalEye

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification