English fin_sentiment_pipeline pipeline XlmRoBertaForSequenceClassification from thaidv96

Description

Pretrained XlmRoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.fin_sentiment_pipeline is a English model originally trained by thaidv96.

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: fin_sentiment_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 847.9 MB

References

https://huggingface.co/thaidv96/fin-sentiment

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification