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  • John Snow Labs
  • Dec 17, 2024

English e5_base_v2_finetuned_pipeline pipeline E5Embeddings from yashmalviya

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained E5Embeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.e5_base_v2_finetuned_pipeline is a English model originally trained by yashmalviya.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("e5_base_v2_finetuned_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("e5_base_v2_finetuned_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: e5_base_v2_finetuned_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 268.4 MB

References

https://huggingface.co/yashmalviya/e5-base-v2-finetuned

Included Models

  • DocumentAssembler
  • E5Embeddings