English sanbert_from_indicbert_pipeline pipeline AlbertEmbeddings from surajp

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: sanbert_from_indicbert_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 125.5 MB

References

https://huggingface.co/surajp/sanbert-from-indicbert

Included Models

  • DocumentAssembler
  • TokenizerModel
  • AlbertEmbeddings