English ptv2_bert_large_uncased_sst2_pipeline pipeline BertForSequenceClassification from AudreyTrungNguyen

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ptv2_bert_large_uncased_sst2_pipeline is a English model originally trained by AudreyTrungNguyen.

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How to use


pipeline = PretrainedPipeline("ptv2_bert_large_uncased_sst2_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("ptv2_bert_large_uncased_sst2_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: ptv2_bert_large_uncased_sst2_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

https://huggingface.co/AudreyTrungNguyen/ptv2-bert-large-uncased-sst2

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification