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  • John Snow Labs
  • Sep 01, 2024

Kannada xlmroberta_classifier_deoffxlmr_mono_kannada_pipeline pipeline XlmRoBertaForSequenceClassification from Hate-speech-CNERG

  • kn
  • open_source
  • pipeline
  • onnx

Description

Pretrained XlmRoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.xlmroberta_classifier_deoffxlmr_mono_kannada_pipeline is a Kannada model originally trained by Hate-speech-CNERG.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("xlmroberta_classifier_deoffxlmr_mono_kannada_pipeline", lang = "kn")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("xlmroberta_classifier_deoffxlmr_mono_kannada_pipeline", lang = "kn")
val annotations = pipeline.transform(df)

Model Information

Model Name: xlmroberta_classifier_deoffxlmr_mono_kannada_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: kn
Size: 1.0 GB

References

https://huggingface.co/Hate-speech-CNERG/deoffxlmr-mono-kannada

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification