Persian ariabert_pipeline pipeline RoBertaEmbeddings from ViraIntelligentDataMining

Description

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

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How to use


pipeline = PretrainedPipeline("ariabert_pipeline", lang = "fa")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("ariabert_pipeline", lang = "fa")
val annotations = pipeline.transform(df)

Model Information

Model Name: ariabert_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: fa
Size: 489.8 MB

References

https://huggingface.co/ViraIntelligentDataMining/AriaBERT

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings