English all_minilm_l6_v2_finetuned_squad_pipeline pipeline BertForQuestionAnswering from Sybghat

Description

Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.all_minilm_l6_v2_finetuned_squad_pipeline is a English model originally trained by Sybghat.

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How to use


pipeline = PretrainedPipeline("all_minilm_l6_v2_finetuned_squad_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("all_minilm_l6_v2_finetuned_squad_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: all_minilm_l6_v2_finetuned_squad_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 84.2 MB

References

https://huggingface.co/Sybghat/all-MiniLM-L6-v2-finetuned-squad

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering