English one_cdk5_m0_5_e5_b128_l6_pipeline pipeline E5Embeddings from swardiantara

Description

Pretrained E5Embeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.one_cdk5_m0_5_e5_b128_l6_pipeline is a English model originally trained by swardiantara.

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How to use


pipeline = PretrainedPipeline("one_cdk5_m0_5_e5_b128_l6_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("one_cdk5_m0_5_e5_b128_l6_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: one_cdk5_m0_5_e5_b128_l6_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 84.1 MB

References

https://huggingface.co/swardiantara/one-cdk5-m0.5-e5-b128-L6

Included Models

  • DocumentAssembler
  • E5Embeddings