English 20ng_fewshot_pipeline pipeline MPNetEmbeddings from pig4431

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.20ng_fewshot_pipeline is a English model originally trained by pig4431.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("20ng_fewshot_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("20ng_fewshot_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: 20ng_fewshot_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 407.1 MB

References

https://huggingface.co/pig4431/20NG_fewshot

Included Models

  • DocumentAssembler
  • MPNetEmbeddings