Edit on GitHub
  • John Snow Labs
  • Sep 21, 2024

English tinybert_general_4l_312d_natureuniverse_pipeline pipeline BertForQuestionAnswering from NatureUniverse

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.tinybert_general_4l_312d_natureuniverse_pipeline is a English model originally trained by NatureUniverse.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("tinybert_general_4l_312d_natureuniverse_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("tinybert_general_4l_312d_natureuniverse_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: tinybert_general_4l_312d_natureuniverse_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 53.9 MB

References

https://huggingface.co/NatureUniverse/TinyBERT_general_4L_312d

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering