English dataset_pipeline pipeline DistilBertForQuestionAnswering from ajaydvrj

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: dataset_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 247.3 MB

References

https://huggingface.co/ajaydvrj/dataset

Included Models

  • MultiDocumentAssembler
  • DistilBertForQuestionAnswering