English two_cdk10_m0_05_e2_b16_base_pipeline pipeline MPNetEmbeddings from swardiantara

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.two_cdk10_m0_05_e2_b16_base_pipeline is a English model originally trained by swardiantara.

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How to use


pipeline = PretrainedPipeline("two_cdk10_m0_05_e2_b16_base_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("two_cdk10_m0_05_e2_b16_base_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: two_cdk10_m0_05_e2_b16_base_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 406.9 MB

References

https://huggingface.co/swardiantara/two-cdk10-m0.05-e2-b16-base

Included Models

  • DocumentAssembler
  • MPNetEmbeddings