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  • John Snow Labs
  • Sep 19, 2024

English distilbert_base_uncased_finetuned_squad_d5716d28_sober_clever_pipeline pipeline DistilBertForQuestionAnswering from Sober-Clever

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained DistilBertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_base_uncased_finetuned_squad_d5716d28_sober_clever_pipeline is a English model originally trained by Sober-Clever.

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How to use


pipeline = PretrainedPipeline("distilbert_base_uncased_finetuned_squad_d5716d28_sober_clever_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("distilbert_base_uncased_finetuned_squad_d5716d28_sober_clever_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: distilbert_base_uncased_finetuned_squad_d5716d28_sober_clever_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 247.3 MB

References

https://huggingface.co/Sober-Clever/distilbert-base-uncased-finetuned-squad-d5716d28

Included Models

  • MultiDocumentAssembler
  • DistilBertForQuestionAnswering