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  • John Snow Labs
  • Dec 14, 2024

English trotr_multi_qa_mpnet_base_cos_v1_pipeline pipeline MPNetEmbeddings from FrancescoPeriti

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.trotr_multi_qa_mpnet_base_cos_v1_pipeline is a English model originally trained by FrancescoPeriti.

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How to use


pipeline = PretrainedPipeline("trotr_multi_qa_mpnet_base_cos_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("trotr_multi_qa_mpnet_base_cos_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: trotr_multi_qa_mpnet_base_cos_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 406.8 MB

References

https://huggingface.co/FrancescoPeriti/TRoTR-multi-qa-mpnet-base-cos-v1

Included Models

  • DocumentAssembler
  • MPNetEmbeddings