English minilm_pipeline pipeline BertForQuestionAnswering from aspoornash

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: minilm_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 123.8 MB

References

https://huggingface.co/aspoornash/minilm

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering