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  • John Snow Labs
  • Mar 31, 2025

English minilm_l12_squad_pipeline pipeline BertForQuestionAnswering from RyyDer

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.minilm_l12_squad_pipeline is a English model originally trained by RyyDer.

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How to use


pipeline = PretrainedPipeline("minilm_l12_squad_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("minilm_l12_squad_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: minilm_l12_squad_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 117.8 MB

References

https://huggingface.co/RyyDer/MiniLM-L12_SQuAD

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering