English finetuned_sentiment_model_2_selected_pipeline pipeline DistilBertForSequenceClassification from koey811

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.finetuned_sentiment_model_2_selected_pipeline is a English model originally trained by koey811.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("finetuned_sentiment_model_2_selected_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("finetuned_sentiment_model_2_selected_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: finetuned_sentiment_model_2_selected_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 250.6 MB

References

https://huggingface.co/koey811/finetuned_sentiment_model_2_selected

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForSequenceClassification