Urdu roberta_urdu_small_pipeline pipeline RoBertaEmbeddings from urduhack

Description

Pretrained RoBertaEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.roberta_urdu_small_pipeline is a Urdu model originally trained by urduhack.

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How to use


pipeline = PretrainedPipeline("roberta_urdu_small_pipeline", lang = "ur")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("roberta_urdu_small_pipeline", lang = "ur")
val annotations = pipeline.transform(df)

Model Information

Model Name: roberta_urdu_small_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: ur
Size: 471.0 MB

References

https://huggingface.co/urduhack/roberta-urdu-small

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings