English cls_model_pipeline pipeline MPNetEmbeddings from maneprajakta

Description

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

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How to use


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


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

Model Information

Model Name: cls_model_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 407.1 MB

References

https://huggingface.co/maneprajakta/cls_model

Included Models

  • DocumentAssembler
  • MPNetEmbeddings