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  • John Snow Labs
  • Feb 03, 2025

English tinypubmedbert_v1_0_finetuned_diabetes_v1_pipeline pipeline BertForQuestionAnswering from LeWince

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.tinypubmedbert_v1_0_finetuned_diabetes_v1_pipeline is a English model originally trained by LeWince.

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How to use


pipeline = PretrainedPipeline("tinypubmedbert_v1_0_finetuned_diabetes_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("tinypubmedbert_v1_0_finetuned_diabetes_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: tinypubmedbert_v1_0_finetuned_diabetes_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 53.7 MB

References

https://huggingface.co/LeWince/TinyPubMedBERT-v1.0-finetuned-diabetes-v1

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering