English fp_mbert_pipeline pipeline BertEmbeddings from Sadia2000

Description

Pretrained BertEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.fp_mbert_pipeline is a English model originally trained by Sadia2000.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("fp_mbert_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("fp_mbert_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: fp_mbert_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 664.1 MB

References

https://huggingface.co/Sadia2000/fp_mbert

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertEmbeddings