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  • John Snow Labs
  • Dec 15, 2024

English crypto_sustainability_news_text_classifier_distilbert_base_uncased_pipeline pipeline DistilBertForSequenceClassification from arad1367

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.crypto_sustainability_news_text_classifier_distilbert_base_uncased_pipeline is a English model originally trained by arad1367.

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How to use


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



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

Model Information

Model Name: crypto_sustainability_news_text_classifier_distilbert_base_uncased_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 249.5 MB

References

https://huggingface.co/arad1367/crypto_sustainability_news_text_classifier-distilbert-base-uncased

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForSequenceClassification