English bge_base_english_v1_5_semicon_ym_0122_pipeline pipeline BGEEmbeddings from Niraya666

Description

Pretrained BGEEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bge_base_english_v1_5_semicon_ym_0122_pipeline is a English model originally trained by Niraya666.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("bge_base_english_v1_5_semicon_ym_0122_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bge_base_english_v1_5_semicon_ym_0122_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bge_base_english_v1_5_semicon_ym_0122_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.0+
License: Open Source
Edition: Official
Language: en
Size: 380.6 MB

References

https://huggingface.co/Niraya666/bge-base-en-v1.5-semicon-ym-0122

Included Models

  • DocumentAssembler
  • BGEEmbeddings