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  • John Snow Labs
  • Apr 03, 2025

English squeezebert_finetuned_squadv1_pipeline pipeline BertForQuestionAnswering from mrm8488

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.squeezebert_finetuned_squadv1_pipeline is a English model originally trained by mrm8488.

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How to use


pipeline = PretrainedPipeline("squeezebert_finetuned_squadv1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("squeezebert_finetuned_squadv1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: squeezebert_finetuned_squadv1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 186.4 MB

References

https://huggingface.co/mrm8488/squeezebert-finetuned-squadv1

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering