Vietnamese bkcare_bert_pretrained_pipeline pipeline BertEmbeddings from BookingCare

Description

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

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("bkcare_bert_pretrained_pipeline", lang = "vi")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bkcare_bert_pretrained_pipeline", lang = "vi")
val annotations = pipeline.transform(df)

Model Information

Model Name: bkcare_bert_pretrained_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: vi
Size: 407.0 MB

References

https://huggingface.co/BookingCare/bkcare-bert-pretrained

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertEmbeddings