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  • John Snow Labs
  • Jan 24, 2025

Arabic bert_labr_unbalanced_pipeline pipeline BertForSequenceClassification from mofawzy

  • ar
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bert_labr_unbalanced_pipeline is a Arabic model originally trained by mofawzy.

Predicted Entities

Download Copy S3 URI

How to use

pipeline = PretrainedPipeline("bert_labr_unbalanced_pipeline", lang = "ar")
annotations =  pipeline.transform(df)

val pipeline = new PretrainedPipeline("bert_labr_unbalanced_pipeline", lang = "ar")
val annotations = pipeline.transform(df)

Model Information

Model Name: bert_labr_unbalanced_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: ar
Size: 1.3 GB

References

References

https://huggingface.co/mofawzy/bert-labr-unbalanced

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification