English bge_large_english_v1_5_finetuned_300_pipeline pipeline BGEEmbeddings from ramnathv

Description

Pretrained BGEEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bge_large_english_v1_5_finetuned_300_pipeline is a English model originally trained by ramnathv.

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How to use


pipeline = PretrainedPipeline("bge_large_english_v1_5_finetuned_300_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bge_large_english_v1_5_finetuned_300_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bge_large_english_v1_5_finetuned_300_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.0+
License: Open Source
Edition: Official
Language: en
Size: 1.2 GB

References

https://huggingface.co/ramnathv/bge-large-en-v1.5-finetuned-300

Included Models

  • DocumentAssembler
  • BGEEmbeddings