English berel_finetuned_on_hb_2_epochs_general_pipeline pipeline BertEmbeddings from martijn75

Description

Pretrained BertEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.berel_finetuned_on_hb_2_epochs_general_pipeline is a English model originally trained by martijn75.

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How to use


pipeline = PretrainedPipeline("berel_finetuned_on_hb_2_epochs_general_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("berel_finetuned_on_hb_2_epochs_general_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: berel_finetuned_on_hb_2_epochs_general_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 689.8 MB

References

https://huggingface.co/martijn75/berel_finetuned_on_HB_2_epochs_general

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertEmbeddings