English bert_12_pipeline pipeline BertForQuestionAnswering from hung200504

Description

Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bert_12_pipeline is a English model originally trained by hung200504.

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How to use


pipeline = PretrainedPipeline("bert_12_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bert_12_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bert_12_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 403.7 MB

References

https://huggingface.co/hung200504/bert-12

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering