Portuguese mdeberta_v3_base_faquad_nli_pipeline pipeline DeBertaForSequenceClassification from ruanchaves

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.mdeberta_v3_base_faquad_nli_pipeline is a Portuguese model originally trained by ruanchaves.

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How to use


pipeline = PretrainedPipeline("mdeberta_v3_base_faquad_nli_pipeline", lang = "pt")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("mdeberta_v3_base_faquad_nli_pipeline", lang = "pt")
val annotations = pipeline.transform(df)

Model Information

Model Name: mdeberta_v3_base_faquad_nli_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: pt
Size: 839.1 MB

References

https://huggingface.co/ruanchaves/mdeberta-v3-base-faquad-nli

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification