English custom_dataset_deberta_xsmall_pipeline pipeline DeBertaEmbeddings from Sandy1857

Description

Pretrained DeBertaEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.custom_dataset_deberta_xsmall_pipeline is a English model originally trained by Sandy1857.

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: custom_dataset_deberta_xsmall_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 265.5 MB

References

https://huggingface.co/Sandy1857/custom-dataset-deberta-xsmall

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaEmbeddings