English medical_e5_base_v2_v0_1_pipeline pipeline E5Embeddings from shrijayan

Description

Pretrained E5Embeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.medical_e5_base_v2_v0_1_pipeline is a English model originally trained by shrijayan.

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How to use


pipeline = PretrainedPipeline("medical_e5_base_v2_v0_1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("medical_e5_base_v2_v0_1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: medical_e5_base_v2_v0_1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 399.5 MB

References

https://huggingface.co/shrijayan/medical-e5-base-v2-v0.1

Included Models

  • DocumentAssembler
  • E5Embeddings