English finsentencebert_pipeline pipeline MPNetEmbeddings from syang687

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.finsentencebert_pipeline is a English model originally trained by syang687.

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: finsentencebert_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 405.6 MB

References

https://huggingface.co/syang687/FinSentenceBERT

Included Models

  • DocumentAssembler
  • MPNetEmbeddings