English bert_base_uncased_8_200_0_01_pipeline pipeline BertForSequenceClassification from daisyxie21

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bert_base_uncased_8_200_0_01_pipeline is a English model originally trained by daisyxie21.

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How to use


pipeline = PretrainedPipeline("bert_base_uncased_8_200_0_01_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bert_base_uncased_8_200_0_01_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bert_base_uncased_8_200_0_01_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 409.3 MB

References

https://huggingface.co/daisyxie21/bert-base-uncased-8-200-0.01

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification