English bge_base_english_41_keys_phase_2_v1_pipeline pipeline BGEEmbeddings from RishuD7

Description

Pretrained BGEEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bge_base_english_41_keys_phase_2_v1_pipeline is a English model originally trained by RishuD7.

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How to use


pipeline = PretrainedPipeline("bge_base_english_41_keys_phase_2_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bge_base_english_41_keys_phase_2_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bge_base_english_41_keys_phase_2_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 391.3 MB

References

https://huggingface.co/RishuD7/bge-base-en-41-keys-phase-2-v1

Included Models

  • DocumentAssembler
  • BGEEmbeddings