Danish danish_ned_base_pipeline pipeline XlmRoBertaForSequenceClassification from alexandrainst

Description

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

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How to use


pipeline = PretrainedPipeline("danish_ned_base_pipeline", lang = "da")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("danish_ned_base_pipeline", lang = "da")
val annotations = pipeline.transform(df)

Model Information

Model Name: danish_ned_base_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: da
Size: 881.6 MB

References

https://huggingface.co/alexandrainst/da-ned-base

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification