English bert_classifier_autotrain_sentiment_4_812425472_pipeline pipeline BertForSequenceClassification from charly

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bert_classifier_autotrain_sentiment_4_812425472_pipeline is a English model originally trained by charly.

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How to use


pipeline = PretrainedPipeline("bert_classifier_autotrain_sentiment_4_812425472_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("bert_classifier_autotrain_sentiment_4_812425472_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bert_classifier_autotrain_sentiment_4_812425472_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

https://huggingface.co/charly/autotrain-sentiment-4-812425472

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification