English finetuned_four_epoch_multi_qa_mpnet_base_dot_v1_pipeline pipeline MPNetEmbeddings from mustozsarac

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.finetuned_four_epoch_multi_qa_mpnet_base_dot_v1_pipeline is a English model originally trained by mustozsarac.

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How to use


pipeline = PretrainedPipeline("finetuned_four_epoch_multi_qa_mpnet_base_dot_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("finetuned_four_epoch_multi_qa_mpnet_base_dot_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: finetuned_four_epoch_multi_qa_mpnet_base_dot_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 407.2 MB

References

https://huggingface.co/mustozsarac/finetuned-four-epoch-multi-qa-mpnet-base-dot-v1

Included Models

  • DocumentAssembler
  • MPNetEmbeddings