English finetuned_bge_base_english_pipeline pipeline BGEEmbeddings from ivanleomk

Description

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

Predicted Entities

Download Copy S3 URI

How to use

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

Model Information

Model Name: finetuned_bge_base_english_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 376.1 MB

References

References

https://huggingface.co/ivanleomk/finetuned-bge-base-en

Included Models

  • DocumentAssembler
  • BGEEmbeddings