English sft_sql_embedding_pipeline pipeline MPNetEmbeddings from s2593817

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.sft_sql_embedding_pipeline is a English model originally trained by s2593817.

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: sft_sql_embedding_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 406.7 MB

References

https://huggingface.co/s2593817/sft-sql-embedding

Included Models

  • DocumentAssembler
  • MPNetEmbeddings