Igbo igbo_model_pipeline pipeline XlmRoBertaForTokenClassification from ignatius

Description

Pretrained XlmRoBertaForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.igbo_model_pipeline is a Igbo model originally trained by ignatius.

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How to use


pipeline = PretrainedPipeline("igbo_model_pipeline", lang = "ig")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("igbo_model_pipeline", lang = "ig")
val annotations = pipeline.transform(df)

Model Information

Model Name: igbo_model_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: ig
Size: 443.2 MB

References

https://huggingface.co/ignatius/igbo_model

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForTokenClassification