English finetuned_bge_embeddings_v3_base_pipeline pipeline BGEEmbeddings from austinpatrickm

Description

Pretrained BGEEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.finetuned_bge_embeddings_v3_base_pipeline is a English model originally trained by austinpatrickm.

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How to use


pipeline = PretrainedPipeline("finetuned_bge_embeddings_v3_base_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("finetuned_bge_embeddings_v3_base_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: finetuned_bge_embeddings_v3_base_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 387.7 MB

References

https://huggingface.co/austinpatrickm/finetuned_bge_embeddings_v3_base

Included Models

  • DocumentAssembler
  • BGEEmbeddings