Edit on GitHub
  • John Snow Labs
  • Feb 06, 2025

English gmra_model_distilbert_base_uncased_distilled_squad_17082023t171709_pipeline pipeline DistilBertForSequenceClassification from samaksh-khatri-crest-data

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.gmra_model_distilbert_base_uncased_distilled_squad_17082023t171709_pipeline is a English model originally trained by samaksh-khatri-crest-data.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("gmra_model_distilbert_base_uncased_distilled_squad_17082023t171709_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("gmra_model_distilbert_base_uncased_distilled_squad_17082023t171709_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: gmra_model_distilbert_base_uncased_distilled_squad_17082023t171709_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 249.4 MB

References

https://huggingface.co/samaksh-khatri-crest-data/gmra_model_distilbert-base-uncased-distilled-squad_17082023T171709

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForSequenceClassification