English distilbert_base_uncased_finetuned_dscs24_mitre_pipeline pipeline DistilBertEmbeddings from hanyuany14

Description

Pretrained DistilBertEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_base_uncased_finetuned_dscs24_mitre_pipeline is a English model originally trained by hanyuany14.

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How to use


pipeline = PretrainedPipeline("distilbert_base_uncased_finetuned_dscs24_mitre_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("distilbert_base_uncased_finetuned_dscs24_mitre_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: distilbert_base_uncased_finetuned_dscs24_mitre_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 247.2 MB

References

https://huggingface.co/hanyuany14/distilbert-base-uncased-finetuned-DSCS24-mitre

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertEmbeddings