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  • John Snow Labs
  • Feb 06, 2025

Multilingual nuner_multilingual_v0_1_finetuned_ner_pipeline pipeline BertForTokenClassification from sindhujag26

  • xx
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.nuner_multilingual_v0_1_finetuned_ner_pipeline is a Multilingual model originally trained by sindhujag26.

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How to use


pipeline = PretrainedPipeline("nuner_multilingual_v0_1_finetuned_ner_pipeline", lang = "xx")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("nuner_multilingual_v0_1_finetuned_ner_pipeline", lang = "xx")
val annotations = pipeline.transform(df)

Model Information

Model Name: nuner_multilingual_v0_1_finetuned_ner_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: xx
Size: 665.1 MB

References

https://huggingface.co/sindhujag26/NuNER-multilingual-v0.1-finetuned-ner

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification