Multilingual koobert_pipeline pipeline BertEmbeddings from KooAI

Description

Pretrained BertEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.koobert_pipeline is a Multilingual model originally trained by KooAI.

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How to use


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


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

Model Information

Model Name: koobert_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: xx
Size: 689.1 MB

References

https://huggingface.co/KooAI/KooBERT

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertEmbeddings