English comp_embedding_matching_pipeline pipeline MPNetEmbeddings from lealdaniel

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: comp_embedding_matching_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 406.7 MB

References

https://huggingface.co/lealdaniel/comp-embedding-matching

Included Models

  • DocumentAssembler
  • MPNetEmbeddings