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  • John Snow Labs
  • Apr 05, 2025

English baai_bge_base_english_v1_5_retrieval_finetuned_v1_pipeline pipeline BGEEmbeddings from CatkinChen

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BGEEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.baai_bge_base_english_v1_5_retrieval_finetuned_v1_pipeline is a English model originally trained by CatkinChen.

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How to use


pipeline = PretrainedPipeline("baai_bge_base_english_v1_5_retrieval_finetuned_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("baai_bge_base_english_v1_5_retrieval_finetuned_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: baai_bge_base_english_v1_5_retrieval_finetuned_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 390.2 MB

References

https://huggingface.co/CatkinChen/BAAI_bge-base-en-v1.5_retrieval_finetuned_v1

Included Models

  • DocumentAssembler
  • BGEEmbeddings