English custommodel_v2c_pipeline pipeline DistilBertForSequenceClassification from xiaoylin

Description

Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.custommodel_v2c_pipeline is a English model originally trained by xiaoylin.

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How to use


pipeline = PretrainedPipeline("custommodel_v2c_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("custommodel_v2c_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: custommodel_v2c_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 257.8 KB

References

https://huggingface.co/xiaoylin/CustomModel_v2c

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DistilBertForSequenceClassification