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  • John Snow Labs
  • Sep 18, 2024

English dutch_text_classification_model_pipeline pipeline BertForSequenceClassification from Nidhilakhan-17

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.dutch_text_classification_model_pipeline is a English model originally trained by Nidhilakhan-17.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("dutch_text_classification_model_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("dutch_text_classification_model_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: dutch_text_classification_model_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 409.4 MB

References

https://huggingface.co/Nidhilakhan-17/nl_text_classification_model

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification